diff --git a/src/pages/ChatPage.scss b/src/pages/ChatPage.scss
index a21cafb..0ee0d6c 100644
--- a/src/pages/ChatPage.scss
+++ b/src/pages/ChatPage.scss
@@ -4440,18 +4440,23 @@
 
 // 折叠群入口样式
 .session-item.fold-entry {
-  background: var(--card-inner-bg, rgba(0,0,0,0.03));
+  cursor: pointer;
+  transition: background-color 0.2s;
+
+  &:hover {
+    background: var(--hover-bg, rgba(0,0,0,0.05));
+  }
 
   .fold-entry-avatar {
     width: 48px;
     height: 48px;
     border-radius: 8px;
-    background: var(--primary-color, #07c160);
+    background: #fff;
     display: flex;
     align-items: center;
     justify-content: center;
     flex-shrink: 0;
-    color: #fff;
+    color: #fa9d3b;
   }
 
   .session-name {
diff --git a/src/pages/ChatPage.tsx b/src/pages/ChatPage.tsx
index 0eec7d4..40a311d 100644
--- a/src/pages/ChatPage.tsx
+++ b/src/pages/ChatPage.tsx
@@ -356,18 +356,19 @@ const SessionItem = React.memo(function SessionItem({
   if (isFoldEntry) {
     return (
       <div
-        className={`session-item fold-entry`}
+        className={`session-item fold-entry ${isActive ? 'active' : ''}`}
         onClick={() => onSelect(session)}
       >
         <div className="fold-entry-avatar">
-          <FolderClosed size={22} />
+          <MessageSquare size={22} />
         </div>
         <div className="session-info">
           <div className="session-top">
-            <span className="session-name">折叠的群聊</span>
+            <span className="session-name">折叠的聊天</span>
+            <span className="session-time">{timeText}</span>
           </div>
           <div className="session-bottom">
-            <span className="session-summary">{session.summary || ''}</span>
+            <span className="session-summary">{session.summary || '暂无消息'}</span>
           </div>
         </div>
       </div>
@@ -2966,10 +2967,51 @@ function ChatPage(props: ChatPageProps) {
       setFilteredSessions([])
       return
     }
-    const visible = sessions.filter(s => {
+
+    // 检查是否有折叠的群聊
+    const foldedGroups = sessions.filter(s => s.isFolded && !s.username.toLowerCase().includes('placeholder_foldgroup'))
+    const hasFoldedGroups = foldedGroups.length > 0
+
+    let visible = sessions.filter(s => {
       if (s.isFolded && !s.username.toLowerCase().includes('placeholder_foldgroup')) return false
       return true
     })
+
+    // 如果有折叠的群聊，但列表中没有入口，则插入入口
+    if (hasFoldedGroups && !visible.some(s => s.username.toLowerCase().includes('placeholder_foldgroup'))) {
+      // 找到最新的折叠消息
+      const latestFolded = foldedGroups.reduce((latest, current) => {
+        const latestTime = latest.sortTimestamp || latest.lastTimestamp || latest.timestamp
+        const currentTime = current.sortTimestamp || current.lastTimestamp || current.timestamp
+        return currentTime > latestTime ? current : latest
+      })
+
+      const foldEntry: ChatSession = {
+        username: 'placeholder_foldgroup',
+        displayName: '折叠的聊天',
+        summary: `${latestFolded.displayName || latestFolded.username}: ${latestFolded.summary}`,
+        timestamp: latestFolded.timestamp,
+        sortTimestamp: latestFolded.sortTimestamp || latestFolded.lastTimestamp || latestFolded.timestamp,
+        lastTimestamp: latestFolded.lastTimestamp || latestFolded.sortTimestamp || latestFolded.timestamp,
+        unreadCount: foldedGroups.reduce((sum, s) => sum + (s.unreadCount || 0), 0),
+        isMuted: false,
+        isFolded: false,
+        isGroup: true
+      }
+
+      // 按时间戳插入到正确位置
+      const foldTime = foldEntry.sortTimestamp || foldEntry.lastTimestamp || foldEntry.timestamp
+      const insertIndex = visible.findIndex(s => {
+        const sTime = s.sortTimestamp || s.lastTimestamp || s.timestamp
+        return sTime < foldTime
+      })
+      if (insertIndex === -1) {
+        visible.push(foldEntry)
+      } else {
+        visible.splice(insertIndex, 0, foldEntry)
+      }
+    }
+
     if (!searchKeyword.trim()) {
       setFilteredSessions(visible)
       return