diff --git a/frontend/src/components/base/BaseButton.vue b/frontend/src/components/base/BaseButton.vue
index 3a6e15dfb..d18ea25de 100644
--- a/frontend/src/components/base/BaseButton.vue
+++ b/frontend/src/components/base/BaseButton.vue
@@ -70,11 +70,11 @@ const loadingIconSize: Record<ButtonSize, number> = {
 }
 
 const classes = computed(() => [
-  'inline-flex items-center justify-center border-0 font-[720] leading-[1.15] transition-[background-color,box-shadow,color,opacity,transform] duration-150 cursor-pointer outline-none',
+  'inline-flex items-center justify-center border-0 font-[720] leading-[1.15] transition-[background-color,box-shadow,color,opacity,transform] duration-150 cursor-pointer outline-none motion-safe:active:translate-y-px motion-safe:active:scale-[0.985]',
   props.iconOnly ? iconOnlySizeClasses[props.size] : sizeClasses[props.size],
   props.iconOnly ? '' : 'rounded-(--cp-button-radius-base)',
   'focus-visible:ring-2 focus-visible:ring-(--cp-info-border) focus-visible:ring-offset-2 focus-visible:ring-offset-(--cp-bg-surface)',
-  'disabled:cursor-not-allowed disabled:bg-(--cp-disabled-bg) disabled:text-(--cp-disabled-text) disabled:shadow-none',
+  'disabled:cursor-not-allowed disabled:transform-none disabled:bg-(--cp-disabled-bg) disabled:text-(--cp-disabled-text) disabled:shadow-none',
   props.iconOnly && (props.variant === 'default' || props.variant === 'primary')
     ? iconOnlyDefaultClasses
     : variantClasses[props.variant],
diff --git a/frontend/src/components/base/BaseMotionIcon.vue b/frontend/src/components/base/BaseMotionIcon.vue
new file mode 100644
index 000000000..3898a3ce3
--- /dev/null
+++ b/frontend/src/components/base/BaseMotionIcon.vue
@@ -0,0 +1,302 @@
+<script setup lang="ts">
+import { usePreferredReducedMotion } from '@vueuse/core'
+import { gsap } from 'gsap'
+import { onBeforeUnmount, useTemplateRef, watch } from 'vue'
+
+type MotionIconVariant = 'random' | 'brand'
+type MotionPhase = 'enter' | 'leave'
+type MotionTimeline = ReturnType<typeof gsap.timeline>
+type ReactionBuilder = (root: HTMLElement, glyph: HTMLElement) => MotionTimeline
+
+interface MotionReaction {
+  enter: ReactionBuilder
+  leave: ReactionBuilder
+}
+
+const props = withDefaults(
+  defineProps<{
+    as?: keyof HTMLElementTagNameMap
+    variant?: MotionIconVariant
+  }>(),
+  {
+    as: 'span',
+    variant: 'random',
+  },
+)
+
+const preferredMotion = usePreferredReducedMotion()
+const icon = useTemplateRef<HTMLElement>('icon')
+const glyph = useTemplateRef<HTMLElement>('glyph')
+const randomReactions: MotionReaction[] = [
+  { enter: liftAndBloomEnter, leave: liftAndBloomLeave },
+  { enter: lookAroundEnter, leave: lookAroundLeave },
+  { enter: doubleTapEnter, leave: doubleTapLeave },
+  { enter: counterSwingEnter, leave: counterSwingLeave },
+  { enter: shortOrbitEnter, leave: shortOrbitLeave },
+]
+const brandReaction: MotionReaction = {
+  enter: brandGreetingEnter,
+  leave: brandGreetingLeave,
+}
+let previousReactionIndex = -1
+let activeReaction: MotionReaction | undefined
+let activeTimeline: MotionTimeline | undefined
+let isPointerInside = false
+
+function motionTargets() {
+  return [icon.value, glyph.value].filter((target): target is HTMLElement => Boolean(target))
+}
+
+function clearMotionStyles(element: HTMLElement) {
+  gsap.set(element, { clearProps: 'transform,transformOrigin,willChange' })
+}
+
+function stopActiveTimeline(targets: HTMLElement[]) {
+  activeTimeline?.kill()
+  activeTimeline = undefined
+  gsap.killTweensOf(targets)
+}
+
+function resetMotion() {
+  const targets = motionTargets()
+  stopActiveTimeline(targets)
+  activeReaction = undefined
+  for (const target of targets) clearMotionStyles(target)
+}
+
+function createMotionTimeline(root: HTMLElement, glyphElement: HTMLElement, phase: MotionPhase) {
+  const targets = [root, glyphElement]
+  stopActiveTimeline(targets)
+  gsap.set(targets, { willChange: 'transform' })
+
+  let timeline: MotionTimeline
+  timeline = gsap.timeline({
+    defaults: { ease: 'power2.out' },
+    onComplete: () => {
+      if (activeTimeline !== timeline) return
+      activeTimeline = undefined
+
+      if (phase === 'leave' && !isPointerInside) {
+        activeReaction = undefined
+        for (const target of targets) clearMotionStyles(target)
+        return
+      }
+
+      gsap.set(targets, { clearProps: 'willChange' })
+    },
+  })
+  activeTimeline = timeline
+  return timeline
+}
+
+function nextRandomReaction() {
+  const index =
+    previousReactionIndex < 0
+      ? Math.floor(Math.random() * randomReactions.length)
+      : (previousReactionIndex + 1 + Math.floor(Math.random() * (randomReactions.length - 1))) %
+        randomReactions.length
+  previousReactionIndex = index
+  return randomReactions[index]!
+}
+
+function liftAndBloomEnter(root: HTMLElement, glyphElement: HTMLElement) {
+  const timeline = createMotionTimeline(root, glyphElement, 'enter')
+  timeline
+    .to(root, { y: -3, scale: 1.055, duration: 0.22 }, 0)
+    .to(
+      glyphElement,
+      { y: -0.5, rotation: -4, scale: 1.13, duration: 0.26, ease: 'back.out(2.1)' },
+      0.02,
+    )
+  return timeline
+}
+
+function liftAndBloomLeave(root: HTMLElement, glyphElement: HTMLElement) {
+  const timeline = createMotionTimeline(root, glyphElement, 'leave')
+  timeline
+    .to(glyphElement, { y: 0, rotation: 0, scale: 1, duration: 0.24, ease: 'back.out(1.6)' }, 0)
+    .to(root, { y: 0, scale: 1, duration: 0.22, ease: 'power3.out' }, 0.02)
+  return timeline
+}
+
+function lookAroundEnter(root: HTMLElement, glyphElement: HTMLElement) {
+  const timeline = createMotionTimeline(root, glyphElement, 'enter')
+  timeline
+    .to(root, { y: -1, scale: 1.025, duration: 0.2 }, 0)
+    .to(glyphElement, { x: -2.5, rotation: -7, duration: 0.13 }, 0)
+    .to(glyphElement, { x: 2.5, rotation: 7, duration: 0.17, ease: 'power2.inOut' }, 0.13)
+    .to(
+      glyphElement,
+      { x: 1, rotation: 3, scale: 1.06, duration: 0.16, ease: 'back.out(1.7)' },
+      0.3,
+    )
+  return timeline
+}
+
+function lookAroundLeave(root: HTMLElement, glyphElement: HTMLElement) {
+  const timeline = createMotionTimeline(root, glyphElement, 'leave')
+  timeline
+    .to(glyphElement, { x: 0, rotation: 0, scale: 1, duration: 0.24, ease: 'back.out(1.7)' }, 0)
+    .to(root, { y: 0, scale: 1, duration: 0.22, ease: 'power3.out' }, 0.02)
+  return timeline
+}
+
+function doubleTapEnter(root: HTMLElement, glyphElement: HTMLElement) {
+  const timeline = createMotionTimeline(root, glyphElement, 'enter')
+  timeline
+    .to(root, { y: 1, scale: 0.965, duration: 0.09, ease: 'power2.in' }, 0)
+    .to(glyphElement, { y: 1.5, scale: 0.92, duration: 0.09, ease: 'power2.in' }, 0)
+    .to(root, { y: -3, scale: 1.055, duration: 0.17, ease: 'back.out(2.2)' }, 0.09)
+    .to(glyphElement, { y: -2, scale: 1.12, duration: 0.19, ease: 'back.out(2.4)' }, 0.09)
+  return timeline
+}
+
+function doubleTapLeave(root: HTMLElement, glyphElement: HTMLElement) {
+  const timeline = createMotionTimeline(root, glyphElement, 'leave')
+  timeline
+    .to(root, { y: 0.5, scale: 0.985, duration: 0.1, ease: 'power2.in' }, 0)
+    .to(glyphElement, { y: 0.75, scale: 0.97, duration: 0.1, ease: 'power2.in' }, 0)
+    .to(root, { y: 0, scale: 1, duration: 0.17, ease: 'back.out(1.8)' }, 0.1)
+    .to(glyphElement, { y: 0, scale: 1, duration: 0.18, ease: 'back.out(1.9)' }, 0.1)
+  return timeline
+}
+
+function counterSwingEnter(root: HTMLElement, glyphElement: HTMLElement) {
+  const timeline = createMotionTimeline(root, glyphElement, 'enter')
+  timeline
+    .to(root, { x: -1.5, y: -1.5, rotation: -4, scale: 1.035, duration: 0.14 }, 0)
+    .to(glyphElement, { x: 2, rotation: 8, duration: 0.14 }, 0)
+    .to(root, { x: 1, y: -1, rotation: 2, duration: 0.15, ease: 'power2.inOut' }, 0.14)
+    .to(glyphElement, { x: -1, rotation: -5, duration: 0.15, ease: 'power2.inOut' }, 0.14)
+  return timeline
+}
+
+function counterSwingLeave(root: HTMLElement, glyphElement: HTMLElement) {
+  const timeline = createMotionTimeline(root, glyphElement, 'leave')
+  timeline
+    .to(root, { x: 0, y: 0, rotation: 0, scale: 1, duration: 0.23, ease: 'back.out(1.6)' }, 0)
+    .to(glyphElement, { x: 0, rotation: 0, duration: 0.21, ease: 'back.out(1.8)' }, 0.02)
+  return timeline
+}
+
+function shortOrbitEnter(root: HTMLElement, glyphElement: HTMLElement) {
+  const timeline = createMotionTimeline(root, glyphElement, 'enter')
+  timeline
+    .to(root, { y: -1.5, scale: 1.025, duration: 0.18 }, 0)
+    .to(glyphElement, { x: 2.5, y: -2, rotation: 5, duration: 0.13 }, 0)
+    .to(glyphElement, { x: -2, y: -0.5, rotation: -5, duration: 0.15 }, 0.13)
+    .to(
+      glyphElement,
+      { x: 0.75, y: -1, rotation: 2, scale: 1.08, duration: 0.18, ease: 'back.out(1.8)' },
+      0.28,
+    )
+  return timeline
+}
+
+function shortOrbitLeave(root: HTMLElement, glyphElement: HTMLElement) {
+  const timeline = createMotionTimeline(root, glyphElement, 'leave')
+  timeline
+    .to(glyphElement, {
+      x: 0,
+      y: 0,
+      rotation: 0,
+      scale: 1,
+      duration: 0.24,
+      ease: 'back.out(1.7)',
+    })
+    .to(root, { y: 0, scale: 1, duration: 0.22, ease: 'power3.out' }, 0.02)
+  return timeline
+}
+
+function brandGreetingEnter(root: HTMLElement, glyphElement: HTMLElement) {
+  const timeline = createMotionTimeline(root, glyphElement, 'enter')
+  timeline
+    .to(root, { scale: 0.965, duration: 0.09, ease: 'power2.in' }, 0)
+    .to(glyphElement, { y: 1, scale: 0.92, duration: 0.09, ease: 'power2.in' }, 0)
+    .to(root, { scale: 1, duration: 0.18, ease: 'back.out(2.4)' }, 0.09)
+    .to(
+      glyphElement,
+      { y: -1.5, rotation: -5, scale: 1.28, duration: 0.22, ease: 'back.out(3)' },
+      0.08,
+    )
+    .to(glyphElement, { x: 1, rotation: 4, scale: 1.2, duration: 0.13, ease: 'power1.inOut' }, 0.3)
+    .to(
+      glyphElement,
+      { x: -0.5, rotation: -2, scale: 1.24, duration: 0.11, ease: 'power1.inOut' },
+      0.43,
+    )
+  return timeline
+}
+
+function brandGreetingLeave(root: HTMLElement, glyphElement: HTMLElement) {
+  const timeline = createMotionTimeline(root, glyphElement, 'leave')
+  timeline
+    .to(glyphElement, {
+      x: 0.35,
+      y: -0.5,
+      rotation: 1,
+      scale: 1.08,
+      duration: 0.14,
+      ease: 'power2.in',
+    })
+    .to(root, { scale: 0.985, duration: 0.14, ease: 'power2.in' }, 0)
+    .to(
+      glyphElement,
+      { x: 0, y: 0, rotation: 0, scale: 1, duration: 0.2, ease: 'back.out(1.8)' },
+      0.12,
+    )
+    .to(root, { scale: 1, duration: 0.2, ease: 'back.out(1.7)' }, 0.12)
+  return timeline
+}
+
+function playEnterReaction() {
+  isPointerInside = true
+  if (preferredMotion.value === 'reduce') {
+    resetMotion()
+    return
+  }
+
+  const root = icon.value
+  const glyphElement = glyph.value
+  if (!root || !glyphElement) return
+
+  activeReaction = props.variant === 'brand' ? brandReaction : nextRandomReaction()
+  activeReaction.enter(root, glyphElement)
+}
+
+function playLeaveReaction() {
+  isPointerInside = false
+  if (preferredMotion.value === 'reduce') {
+    resetMotion()
+    return
+  }
+
+  const root = icon.value
+  const glyphElement = glyph.value
+  if (!root || !glyphElement || !activeReaction) {
+    resetMotion()
+    return
+  }
+
+  activeReaction.leave(root, glyphElement)
+}
+
+watch(preferredMotion, (motion) => {
+  if (motion === 'reduce') resetMotion()
+})
+
+onBeforeUnmount(resetMotion)
+</script>
+
+<template>
+  <component
+    :is="props.as"
+    ref="icon"
+    @pointerenter="playEnterReaction"
+    @pointerleave="playLeaveReaction"
+  >
+    <span ref="glyph" class="inline-flex items-center justify-center">
+      <slot />
+    </span>
+  </component>
+</template>
diff --git a/frontend/src/layout/components/AppSidebar.vue b/frontend/src/layout/components/AppSidebar.vue
index 3f0443050..7d841c5d8 100644
--- a/frontend/src/layout/components/AppSidebar.vue
+++ b/frontend/src/layout/components/AppSidebar.vue
@@ -1,7 +1,16 @@
 <script setup lang="ts">
-import { usePreferredReducedMotion } from '@vueuse/core'
+import { usePreferredReducedMotion, useTimeoutFn } from '@vueuse/core'
 import { gsap } from 'gsap'
-import { computed, nextTick, onMounted, ref, shallowRef, watch } from 'vue'
+import {
+  computed,
+  nextTick,
+  onBeforeUnmount,
+  onMounted,
+  ref,
+  shallowRef,
+  useTemplateRef,
+  watch,
+} from 'vue'
 import { useRoute, useRouter } from 'vue-router'
 import { storeToRefs } from 'pinia'
 import {
@@ -21,6 +30,7 @@ import {
 } from '@lucide/vue'
 
 import BaseButton from '@/components/base/BaseButton.vue'
+import BaseMotionIcon from '@/components/base/BaseMotionIcon.vue'
 import { useSystemUpdate } from '@/composables/useSystemUpdate'
 import { useAuthStore } from '@/stores/modules/auth'
 import { useUiStore } from '@/stores/modules/ui'
@@ -67,7 +77,30 @@ const isActive = (path: string) => {
   return route.path.startsWith(path)
 }
 
+const activeNavIndex = computed(() => {
+  const index = navItems.findIndex((item) => isActive(item.path))
+  return Math.max(0, index)
+})
+const activeNavIndicatorStyle = computed(() => ({
+  transform: `translate3d(0, ${activeNavIndex.value * 58}px, 0)`,
+}))
+const navFeedbackMuted = shallowRef(false)
+const { start: restoreNavFeedback, stop: stopNavFeedbackRestore } = useTimeoutFn(
+  () => {
+    navFeedbackMuted.value = false
+  },
+  300,
+  { immediate: false },
+)
+
+function muteNavFeedbackDuringMove() {
+  navFeedbackMuted.value = true
+  stopNavFeedbackRestore()
+  restoreNavFeedback()
+}
+
 function navigate(path: string) {
+  muteNavFeedbackDuringMove()
   void router.push(path)
   emit('navigate')
 }
@@ -98,6 +131,7 @@ async function handleLogout() {
 
 const sidebarEl = ref<HTMLElement | null>(null)
 const brandLabelEl = ref<HTMLElement | null>(null)
+const navSignalEl = useTemplateRef<HTMLElement>('navSignal')
 const systemUpdateOpen = shallowRef(false)
 const aboutOpen = shallowRef(false)
 const isCollapsed = computed(() => !props.mobile && Boolean(props.collapsed))
@@ -217,6 +251,29 @@ function animateSidebarWidth(collapsed: boolean) {
   })
 }
 
+function animateNavSignal() {
+  const signal = navSignalEl.value
+  if (!signal) return
+
+  gsap.killTweensOf(signal)
+  if (prefersReducedMotion()) {
+    gsap.set(signal, { opacity: 0, xPercent: -70 })
+    return
+  }
+
+  gsap.fromTo(
+    signal,
+    { opacity: 0.48, xPercent: -70 },
+    {
+      opacity: 0,
+      xPercent: 120,
+      duration: 0.52,
+      ease: 'power2.out',
+      overwrite: true,
+    },
+  )
+}
+
 onMounted(() => {
   gsap.set(sidebarEl.value, {
     width: sidebarWidth.value,
@@ -231,6 +288,7 @@ onMounted(() => {
     })
   }
   animateSidebarLabels(isCollapsed.value)
+  gsap.set(navSignalEl.value, { opacity: 0, xPercent: -70 })
   void loadVersion().catch(() => undefined)
 })
 
@@ -251,6 +309,30 @@ watch(
     animateSidebarLabels(Boolean(collapsed))
   },
 )
+
+watch(
+  () => route.path,
+  async (path, previousPath) => {
+    if (path === previousPath) return
+    muteNavFeedbackDuringMove()
+    await nextTick()
+    animateNavSignal()
+  },
+  { flush: 'post' },
+)
+
+onBeforeUnmount(() => {
+  stopNavFeedbackRestore()
+  const targets = [sidebarEl.value, brandLabelEl.value, navSignalEl.value].filter(
+    (target): target is HTMLElement => Boolean(target),
+  )
+  gsap.killTweensOf(targets)
+
+  const labels = sidebarEl.value?.querySelectorAll<HTMLElement>('.sidebar-label')
+  if (labels?.length) {
+    gsap.killTweensOf(labels)
+  }
+})
 </script>
 
 <template>
@@ -266,11 +348,13 @@ watch(
       class="mt-6 grid h-12 grid-cols-[44px_minmax(0,1fr)] items-center"
       :class="isCollapsed ? 'w-11 justify-start' : 'w-full gap-3'"
     >
-      <span
+      <BaseMotionIcon
+        aria-hidden="true"
+        variant="brand"
         class="inline-flex size-11 items-center justify-center relative -top-0.5 rounded-(--cp-icon-button-radius) bg-(--cp-bg-muted) text-(--cp-text-primary)"
       >
         <Cat :size="27" stroke-width="2" />
-      </span>
+      </BaseMotionIcon>
       <span
         v-show="brandLabelVisible"
         ref="brandLabelEl"
@@ -304,17 +388,32 @@ watch(
       </span>
     </div>
 
-    <nav class="mt-7 grid gap-3" :class="isCollapsed ? '' : 'w-full'" aria-label="主导航">
+    <nav
+      class="relative mt-7 grid gap-3"
+      :class="isCollapsed ? 'w-11.5' : 'w-full'"
+      aria-label="主导航"
+    >
+      <span
+        aria-hidden="true"
+        class="pointer-events-none absolute inset-x-0 top-0 h-11.5 overflow-hidden rounded-(--cp-icon-button-radius) bg-(--cp-bg-nav-active) transition-transform duration-260 ease-[cubic-bezier(0.22,1,0.36,1)] motion-reduce:transition-none"
+        :style="activeNavIndicatorStyle"
+      >
+        <span ref="navSignal" class="sidebar-active-signal absolute inset-y-0 left-0 w-2/3" />
+      </span>
       <button
         v-for="item in navItems"
         :key="item.label"
         type="button"
-        class="inline-flex h-11.5 cursor-pointer items-center rounded-(--cp-icon-button-radius) border-0 text-sm leading-[1.15] transition-colors duration-200 outline-none focus-visible:ring-2 focus-visible:ring-(--cp-info-border) focus-visible:ring-offset-2 focus-visible:ring-offset-(--cp-bg-surface)"
+        class="relative z-10 inline-flex h-11.5 cursor-pointer items-center rounded-(--cp-icon-button-radius) border-0 text-sm leading-[1.15] outline-none focus-visible:ring-2 focus-visible:ring-(--cp-info-border) focus-visible:ring-offset-2 focus-visible:ring-offset-(--cp-bg-surface)"
         :class="[
           isCollapsed ? 'w-11.5 justify-center' : 'w-full gap-3 px-4',
           isActive(item.path)
-            ? 'bg-(--cp-bg-nav-active) font-bold text-(--cp-text-primary)'
-            : 'bg-transparent font-semibold text-(--cp-text-secondary) hover:bg-(--cp-bg-subtle) hover:text-(--cp-text-primary)',
+            ? navFeedbackMuted
+              ? 'bg-transparent font-bold text-(--cp-text-primary) transition-none'
+              : 'bg-transparent font-bold text-(--cp-text-primary) transition-colors duration-200'
+            : navFeedbackMuted
+              ? 'bg-transparent font-semibold text-(--cp-text-secondary) transition-none'
+              : 'bg-transparent font-semibold text-(--cp-text-secondary) transition-colors duration-200 hover:bg-(--cp-bg-subtle) hover:text-(--cp-text-primary)',
         ]"
         @click="navigate(item.path)"
       >
@@ -420,3 +519,14 @@ watch(
   <AppAboutModal v-model="aboutOpen" />
   <SystemUpdateModal v-model="systemUpdateOpen" />
 </template>
+
+<style scoped>
+.sidebar-active-signal {
+  background: linear-gradient(
+    90deg,
+    transparent,
+    color-mix(in srgb, var(--cp-info) 9%, transparent),
+    transparent
+  );
+}
+</style>
diff --git a/frontend/src/views/accounts/components/AccountOverviewCards.vue b/frontend/src/views/accounts/components/AccountOverviewCards.vue
index e664265a5..a52956a3b 100644
--- a/frontend/src/views/accounts/components/AccountOverviewCards.vue
+++ b/frontend/src/views/accounts/components/AccountOverviewCards.vue
@@ -3,6 +3,7 @@ import { computed } from 'vue'
 import { AlertTriangle, Gauge, ShieldCheck, Users } from '@lucide/vue'
 
 import BaseCard from '@/components/base/BaseCard.vue'
+import BaseMotionIcon from '@/components/base/BaseMotionIcon.vue'
 
 const props = defineProps<{
   summary: any
@@ -80,12 +81,13 @@ function overviewIconClass(tone: string) {
             {{ item.caption }}
           </p>
         </div>
-        <span
+        <BaseMotionIcon
+          aria-hidden="true"
           class="inline-flex size-9 shrink-0 items-center justify-center self-start rounded-lg"
           :class="overviewIconClass(item.tone)"
         >
           <component :is="item.icon" class="size-4.5" />
-        </span>
+        </BaseMotionIcon>
       </div>
     </BaseCard>
   </div>
diff --git a/frontend/src/views/dashboard/components/AccountOverviewCard.vue b/frontend/src/views/dashboard/components/AccountOverviewCard.vue
index 28f68765f..8d616581e 100644
--- a/frontend/src/views/dashboard/components/AccountOverviewCard.vue
+++ b/frontend/src/views/dashboard/components/AccountOverviewCard.vue
@@ -3,9 +3,9 @@ import { clamp } from 'es-toolkit'
 import { computed } from 'vue'
 import { CircleCheck, RefreshCw, ShieldAlert, TriangleAlert } from '@lucide/vue'
 
-import BaseCard from '../../../components/base/BaseCard.vue'
-import BaseEmpty from '../../../components/base/BaseEmpty.vue'
-import AccountIdentityCell from '../../accounts/components/AccountIdentityCell.vue'
+import BaseCard from '@/components/base/BaseCard.vue'
+import BaseEmpty from '@/components/base/BaseEmpty.vue'
+import AccountIdentityCell from '@/views/accounts/components/AccountIdentityCell.vue'
 
 const props = defineProps<{
   accounts: any[]
diff --git a/frontend/src/views/dashboard/components/DashboardHeartbeat.vue b/frontend/src/views/dashboard/components/DashboardHeartbeat.vue
new file mode 100644
index 000000000..b732a5984
--- /dev/null
+++ b/frontend/src/views/dashboard/components/DashboardHeartbeat.vue
@@ -0,0 +1,77 @@
+<script setup lang="ts">
+import { usePreferredReducedMotion } from '@vueuse/core'
+import { gsap } from 'gsap'
+import { computed, nextTick, onBeforeUnmount, useTemplateRef, watch } from 'vue'
+
+const props = withDefaults(
+  defineProps<{
+    updatedAt?: string
+  }>(),
+  {
+    updatedAt: '',
+  },
+)
+
+const preferredMotion = usePreferredReducedMotion()
+const heartbeatDot = useTemplateRef<HTMLElement>('heartbeatDot')
+const heartbeatRing = useTemplateRef<HTMLElement>('heartbeatRing')
+const statusLabel = computed(() =>
+  props.updatedAt ? `自动刷新 30s，最近刷新 ${props.updatedAt}` : '自动刷新 30s，等待首次刷新',
+)
+
+function pulse() {
+  const dot = heartbeatDot.value
+  const ring = heartbeatRing.value
+  if (!dot || !ring || preferredMotion.value === 'reduce') return
+
+  gsap.killTweensOf([dot, ring])
+  gsap.fromTo(
+    dot,
+    { scale: 0.72, opacity: 0.55 },
+    {
+      scale: 1,
+      opacity: 1,
+      duration: 0.42,
+      ease: 'back.out(2.2)',
+      clearProps: 'transform,opacity',
+    },
+  )
+  gsap.fromTo(
+    ring,
+    { scale: 0.55, opacity: 0.34 },
+    {
+      scale: 2.65,
+      opacity: 0,
+      duration: 0.65,
+      ease: 'power2.out',
+      clearProps: 'transform,opacity',
+    },
+  )
+}
+
+watch(
+  () => props.updatedAt,
+  async (updatedAt, previousUpdatedAt) => {
+    if (!updatedAt || updatedAt === previousUpdatedAt) return
+    await nextTick()
+    pulse()
+  },
+)
+
+onBeforeUnmount(() => {
+  gsap.killTweensOf([heartbeatDot.value, heartbeatRing.value])
+})
+</script>
+
+<template>
+  <span class="inline-flex items-center gap-1.75" :aria-label="statusLabel" :title="statusLabel">
+    <span
+      aria-hidden="true"
+      class="relative inline-flex size-2 shrink-0 items-center justify-center"
+    >
+      <span ref="heartbeatRing" class="absolute size-2 rounded-full bg-(--cp-success) opacity-0" />
+      <span ref="heartbeatDot" class="relative size-1.5 rounded-full bg-(--cp-success)" />
+    </span>
+    <span aria-hidden="true">自动刷新 30s</span>
+  </span>
+</template>
diff --git a/frontend/src/views/dashboard/components/MetricCard.vue b/frontend/src/views/dashboard/components/MetricCard.vue
index 1f9abc208..7ff932f7f 100644
--- a/frontend/src/views/dashboard/components/MetricCard.vue
+++ b/frontend/src/views/dashboard/components/MetricCard.vue
@@ -3,8 +3,9 @@ import type { EChartsOption } from 'echarts'
 import type { Component } from 'vue'
 import { computed } from 'vue'
 
-import BaseCard from '../../../components/base/BaseCard.vue'
-import BaseChart from '../../../components/charts/BaseChart.vue'
+import BaseCard from '@/components/base/BaseCard.vue'
+import BaseMotionIcon from '@/components/base/BaseMotionIcon.vue'
+import BaseChart from '@/components/charts/BaseChart.vue'
 
 import AnimatedMetricValue from './AnimatedMetricValue.vue'
 
@@ -110,12 +111,13 @@ const sparklineOption = computed<EChartsOption | null>(() => {
 <template>
   <BaseCard as="article" :padded="false" class="relative h-38.5 w-full px-6 pt-5">
     <div class="flex items-start gap-3">
-      <span
+      <BaseMotionIcon
+        aria-hidden="true"
         class="inline-flex size-8.5 shrink-0 items-center justify-center rounded-[10px]"
         :class="iconToneClasses[metric.tone]"
       >
         <component :is="metric.icon" :size="18" />
-      </span>
+      </BaseMotionIcon>
       <span class="mt-1 text-[13px] leading-[1.15] font-[650] text-(--cp-text-secondary)">{{
         metric.title
       }}</span>
diff --git a/frontend/src/views/dashboard/components/RequestHealthTimelineCard.vue b/frontend/src/views/dashboard/components/RequestHealthTimelineCard.vue
index efe191a0e..7e7983dd7 100644
--- a/frontend/src/views/dashboard/components/RequestHealthTimelineCard.vue
+++ b/frontend/src/views/dashboard/components/RequestHealthTimelineCard.vue
@@ -3,8 +3,8 @@ import { usePreferredReducedMotion } from '@vueuse/core'
 import { gsap } from 'gsap'
 import { computed, onBeforeUnmount, shallowRef, useTemplateRef, watch } from 'vue'
 
-import BaseCard from '../../../components/base/BaseCard.vue'
-import BasePopover from '../../../components/base/BasePopover.vue'
+import BaseCard from '@/components/base/BaseCard.vue'
+import BasePopover from '@/components/base/BasePopover.vue'
 import HealthTimelinePointPopover from './HealthTimelinePointPopover.vue'
 import {
   formatHealthCount,
diff --git a/frontend/src/views/dashboard/components/RequestTrendCard.vue b/frontend/src/views/dashboard/components/RequestTrendCard.vue
index f4f3ea16b..3cad70921 100644
--- a/frontend/src/views/dashboard/components/RequestTrendCard.vue
+++ b/frontend/src/views/dashboard/components/RequestTrendCard.vue
@@ -1,12 +1,13 @@
 <script setup lang="ts">
-import { computed } from 'vue'
+import { usePreferredReducedMotion } from '@vueuse/core'
 import type { EChartsOption } from 'echarts'
 import { storeToRefs } from 'pinia'
-import BaseCard from '../../../components/base/BaseCard.vue'
-import BaseChart from '../../../components/charts/BaseChart.vue'
-import BaseEmpty from '../../../components/base/BaseEmpty.vue'
-import BaseSegmented from '../../../components/base/BaseSegmented.vue'
-import { useUiStore } from '../../../stores/modules/ui'
+import { computed, shallowRef, watch } from 'vue'
+import BaseCard from '@/components/base/BaseCard.vue'
+import BaseEmpty from '@/components/base/BaseEmpty.vue'
+import BaseSegmented from '@/components/base/BaseSegmented.vue'
+import BaseChart from '@/components/charts/BaseChart.vue'
+import { useUiStore } from '@/stores/modules/ui'
 
 type TrendKind = 'usage' | 'latency' | 'errors'
 
@@ -27,6 +28,10 @@ const tabs = [
 ]
 const activeKind = defineModel<TrendKind>('kind', { required: true })
 const { themeRevision } = storeToRefs(useUiStore())
+const preferredMotion = usePreferredReducedMotion()
+const hoveredSummaryLabel = shallowRef<string>()
+const pinnedSummaryLabel = shallowRef<string>()
+const activeSummaryLabel = computed(() => hoveredSummaryLabel.value ?? pinnedSummaryLabel.value)
 
 const hasSamples = computed(() =>
   props.points.some(
@@ -54,8 +59,8 @@ const chartOption = computed<EChartsOption>(() => {
   return {
     ...coordinate,
     series,
-    animationDuration: 420,
-    animationDurationUpdate: 220,
+    animationDuration: preferredMotion.value === 'reduce' ? 0 : 420,
+    animationDurationUpdate: preferredMotion.value === 'reduce' ? 0 : 220,
     animationEasing: 'cubicOut',
     animationEasingUpdate: 'cubicOut',
     tooltip: {
@@ -363,6 +368,7 @@ function latencyRangeValues() {
 
 function lineSeries(name: string, data: (number | null)[], color: string, options: any = {}) {
   const area = options.area ?? false
+  const muted = isSeriesMuted(name)
 
   return {
     name,
@@ -381,10 +387,18 @@ function lineSeries(name: string, data: (number | null)[], color: string, option
       color,
       type: options.lineType ?? 'solid',
       width: options.width ?? 2.2,
+      opacity: muted ? 0.18 : 1,
+    },
+    itemStyle: { color, opacity: muted ? 0.18 : 1 },
+    emphasis: { focus: 'series' as const },
+    blur: {
+      lineStyle: { opacity: 0.2 },
+      itemStyle: { opacity: 0.2 },
+      areaStyle: { opacity: 0.05 },
     },
-    itemStyle: { color },
     areaStyle: area
       ? {
+          opacity: muted ? 0.12 : 1,
           color: {
             type: 'linear' as const,
             x: 0,
@@ -402,6 +416,8 @@ function lineSeries(name: string, data: (number | null)[], color: string, option
 }
 
 function barSeries(name: string, data: (number | null)[], color: string, options: any = {}) {
+  const muted = isSeriesMuted(name)
+
   return {
     name,
     type: 'bar' as const,
@@ -413,9 +429,11 @@ function barSeries(name: string, data: (number | null)[], color: string, options
     z: options.z ?? 2,
     itemStyle: {
       color,
-      opacity: options.opacity ?? 0.72,
+      opacity: muted ? 0.14 : (options.opacity ?? 0.72),
       borderRadius: options.borderRadius ?? [3, 3, 0, 0],
     },
+    emphasis: { focus: 'series' as const },
+    blur: { itemStyle: { opacity: 0.18 } },
   }
 }
 
@@ -431,6 +449,31 @@ function trendColor(label: string, fallbackVar: string, fallback: string) {
 function handleTrendChange(value: string) {
   emit('trendChange', value as TrendKind)
 }
+
+function focusSummarySeries(label: string) {
+  hoveredSummaryLabel.value = label
+}
+
+function blurSummarySeries() {
+  hoveredSummaryLabel.value = undefined
+}
+
+function toggleSummarySeries(label: string) {
+  pinnedSummaryLabel.value = pinnedSummaryLabel.value === label ? undefined : label
+}
+
+function isSeriesMuted(name: string) {
+  return Boolean(activeSummaryLabel.value && activeSummaryLabel.value !== name)
+}
+
+function isSummarySeriesActive(label: string) {
+  return activeSummaryLabel.value === label
+}
+
+watch(activeKind, () => {
+  hoveredSummaryLabel.value = undefined
+  pinnedSummaryLabel.value = undefined
+})
 </script>
 
 <template>
@@ -449,21 +492,33 @@ function handleTrendChange(value: string) {
         <div
           class="grid h-14.25 min-w-0 grid-cols-3 gap-1.5 rounded-xl bg-(--cp-bg-subtle)/45 p-1.5"
         >
-          <div
+          <button
             v-for="item in props.summary"
             :key="item.label"
-            class="grid min-w-0 grid-cols-[8px_minmax(0,1fr)] items-center gap-x-2 rounded-lg px-2.5 py-2"
+            type="button"
+            :aria-label="`突出显示${item.label}曲线`"
+            :aria-pressed="pinnedSummaryLabel === item.label"
+            class="group grid min-w-0 grid-cols-[8px_minmax(0,1fr)] items-center gap-x-2 rounded-lg border-0 bg-transparent px-2.5 py-2 text-left outline-none focus-visible:ring-2 focus-visible:ring-(--cp-info-border)"
+            @mouseenter="focusSummarySeries(item.label)"
+            @mouseleave="blurSummarySeries"
+            @focus="focusSummarySeries(item.label)"
+            @blur="blurSummarySeries"
+            @click="toggleSummarySeries(item.label)"
           >
             <i
-              class="size-2 rounded-full"
+              aria-hidden="true"
+              class="size-2 rounded-full transition-transform duration-200 ease-out group-hover:scale-125 motion-reduce:transition-none"
               :style="summaryMarkerStyle(item)"
-              :class="{
-                'bg-(--cp-info)': item.tone === 'info',
-                'bg-(--cp-success)': item.tone === 'success',
-                'bg-(--cp-warning)': item.tone === 'warning',
-                'bg-(--cp-danger)': item.tone === 'danger',
-                'bg-(--cp-normal)': item.tone === 'normal',
-              }"
+              :class="[
+                isSummarySeriesActive(item.label) ? 'scale-125' : undefined,
+                {
+                  'bg-(--cp-info)': item.tone === 'info',
+                  'bg-(--cp-success)': item.tone === 'success',
+                  'bg-(--cp-warning)': item.tone === 'warning',
+                  'bg-(--cp-danger)': item.tone === 'danger',
+                  'bg-(--cp-normal)': item.tone === 'normal',
+                },
+              ]"
             />
             <span class="grid min-w-0 gap-1">
               <span class="truncate text-[10px] leading-none font-[680] text-(--cp-text-secondary)">
@@ -476,7 +531,7 @@ function handleTrendChange(value: string) {
                 {{ item.value }}
               </strong>
             </span>
-          </div>
+          </button>
         </div>
 
         <div class="relative h-55 w-full overflow-hidden">
diff --git a/frontend/src/views/dashboard/composables/useDashboard.ts b/frontend/src/views/dashboard/composables/useDashboard.ts
index efca6297d..38ac4fe7a 100644
--- a/frontend/src/views/dashboard/composables/useDashboard.ts
+++ b/frontend/src/views/dashboard/composables/useDashboard.ts
@@ -10,6 +10,8 @@ import { formatDateTime } from '@/utils/date'
 
 type DashboardTrendKind = 'usage' | 'latency' | 'errors'
 
+const METRIC_SPARKLINE_BUCKETS = 12
+
 export function useDashboard(): any {
   const activeTrendKind = ref<DashboardTrendKind>('usage')
   const metrics = ref<any[]>(metricCards(emptyDashboardSummary()))
@@ -284,7 +286,10 @@ export function useDashboard(): any {
     }
     if (lastActiveIndex < 0) return []
 
-    return points.slice(Math.max(0, lastActiveIndex - 8), lastActiveIndex + 1)
+    return points.slice(
+      Math.max(0, lastActiveIndex - (METRIC_SPARKLINE_BUCKETS - 1)),
+      lastActiveIndex + 1,
+    )
   }
 
   function formatDashboardCompactNumber(value: number) {
diff --git a/frontend/src/views/dashboard/index.vue b/frontend/src/views/dashboard/index.vue
index fd3100ea9..d061b8fba 100644
--- a/frontend/src/views/dashboard/index.vue
+++ b/frontend/src/views/dashboard/index.vue
@@ -4,6 +4,7 @@ import { RefreshCw } from '@lucide/vue'
 import BaseButton from '@/components/base/BaseButton.vue'
 
 import AccountOverviewCard from './components/AccountOverviewCard.vue'
+import DashboardHeartbeat from './components/DashboardHeartbeat.vue'
 import UsageRecordCard from './components/UsageRecordCard.vue'
 import MetricCard from './components/MetricCard.vue'
 import RequestHealthTimelineCard from './components/RequestHealthTimelineCard.vue'
@@ -26,6 +27,7 @@ const {
   poolSummary,
   capacityInfo,
   rotationStrategy,
+  lastRefreshedAt,
   refresh,
   loadTrend,
 } = useDashboard()
@@ -38,8 +40,11 @@ const {
         <h1 class="mt-0 text-[34px] leading-[1.15] font-extrabold mb-0 text-(--cp-text-primary)">
           系统概览
         </h1>
-        <p class="mt-2.5 text-[15px] leading-[1.15] font-semibold mb-0 text-(--cp-text-secondary)">
-          当日统计 · 自动刷新 30s
+        <p
+          class="mt-2.5 mb-0 flex items-center gap-2 text-[15px] leading-[1.15] font-semibold text-(--cp-text-secondary)"
+        >
+          <span>当日统计</span>
+          <DashboardHeartbeat :updated-at="lastRefreshedAt" />
         </p>
       </div>
 
diff --git a/frontend/src/views/login/components/LoginPanel.vue b/frontend/src/views/login/components/LoginPanel.vue
index 1f409aa18..83891839a 100644
--- a/frontend/src/views/login/components/LoginPanel.vue
+++ b/frontend/src/views/login/components/LoginPanel.vue
@@ -5,6 +5,7 @@ import { computed, shallowRef } from 'vue'
 import BaseButton from '@/components/base/BaseButton.vue'
 import BaseCard from '@/components/base/BaseCard.vue'
 import BaseInput from '@/components/base/BaseInput.vue'
+import BaseMotionIcon from '@/components/base/BaseMotionIcon.vue'
 
 type ThemeName = 'light' | 'dark'
 type PasswordInputType = 'password' | 'text'
@@ -56,9 +57,9 @@ function togglePasswordVisible(): void {
 
     <header class="flex min-w-0 items-center justify-between gap-4.5 max-[560px]:gap-3.5">
       <div class="flex min-w-0 items-center gap-3">
-        <span class="login-logo">
+        <BaseMotionIcon aria-hidden="true" variant="brand" class="login-logo">
           <Cat :size="20" :stroke-width="2.1" />
-        </span>
+        </BaseMotionIcon>
         <span class="grid min-w-0 gap-1">
           <strong
             class="text-[17px] leading-[1.12] font-semibold text-(--login-brand-title) max-[560px]:text-[15px]"
diff --git a/frontend/src/views/settings/components/AdminApiKeyCard.vue b/frontend/src/views/settings/components/AdminApiKeyCard.vue
index cf1902b81..5f33c05e1 100644
--- a/frontend/src/views/settings/components/AdminApiKeyCard.vue
+++ b/frontend/src/views/settings/components/AdminApiKeyCard.vue
@@ -3,6 +3,7 @@ import { Copy, KeyRound, Trash2 } from '@lucide/vue'
 
 import BaseButton from '@/components/base/BaseButton.vue'
 import BaseCard from '@/components/base/BaseCard.vue'
+import BaseMotionIcon from '@/components/base/BaseMotionIcon.vue'
 
 interface AdminApiKeyStatus {
   exists: boolean
@@ -62,11 +63,12 @@ const emit = defineEmits<{
         class="flex min-h-16 items-center justify-between gap-4 rounded-(--cp-input-radius-base) bg-(--cp-bg-subtle) px-4 py-3"
       >
         <div class="flex min-w-0 items-center gap-3">
-          <span
+          <BaseMotionIcon
+            aria-hidden="true"
             class="inline-flex size-9 shrink-0 items-center justify-center rounded-(--cp-icon-button-radius) bg-(--cp-bg-surface) text-(--cp-normal) shadow-(--cp-shadow-control)"
           >
             <KeyRound class="size-4" />
-          </span>
+          </BaseMotionIcon>
           <div class="min-w-0">
             <p class="m-0 text-[13px] leading-[1.15] font-[720] text-(--cp-text-primary)">
               {{ status.exists ? '已启用' : '未生成' }}
diff --git a/frontend/src/views/usage/components/UsageSummaryCards.vue b/frontend/src/views/usage/components/UsageSummaryCards.vue
index ec685aaba..953bb29d8 100644
--- a/frontend/src/views/usage/components/UsageSummaryCards.vue
+++ b/frontend/src/views/usage/components/UsageSummaryCards.vue
@@ -2,6 +2,8 @@
 import { Activity, Database, FileText, Timer } from '@lucide/vue'
 import { computed } from 'vue'
 
+import BaseMotionIcon from '@/components/base/BaseMotionIcon.vue'
+
 const props = defineProps<{
   summary: any
 }>()
@@ -52,12 +54,13 @@ const items = computed(() => [
       :key="item.key"
       class="grid min-h-23 grid-cols-[36px_minmax(0,1fr)] items-stretch gap-3 rounded-(--cp-card-radius) bg-(--cp-bg-surface) px-4 py-3 shadow-(--cp-shadow-card)"
     >
-      <span
+      <BaseMotionIcon
+        aria-hidden="true"
         class="inline-flex size-9 shrink-0 items-center justify-center rounded-(--cp-input-radius-base)"
         :class="item.tone"
       >
         <component :is="item.icon" class="size-4.5" />
-      </span>
+      </BaseMotionIcon>
       <div class="flex min-w-0 flex-col justify-between py-0.5">
         <span class="block text-[12px] leading-none font-bold text-(--cp-text-muted)">
           {{ item.label }}