diff --git a/plugins/message_summary/main.py b/plugins/message_summary/main.py
index c1525ff..dc118d3 100644
--- a/plugins/message_summary/main.py
+++ b/plugins/message_summary/main.py
@@ -530,13 +530,9 @@ class MessageSummaryPlugin(MessagePluginInterface):
 
         section_lines = [
             "## 群概览",
-            f"- 总统计条目数：{int(stats.get('total_count') or 0)}",
-            f"- 参与人数：{int(stats.get('participant_count') or 0)}",
-            f"- 文本消息：{int(stats.get('text_count') or 0)}",
-            f"- 图片消息：{int(stats.get('image_count') or 0)}",
-            f"- 视频消息：{int(stats.get('video_count') or 0)}",
-            f"- 链接消息：{int(stats.get('link_count') or 0)}",
-            f"- 表情消息：{int(stats.get('emoji_count') or 0)}",
+    f"- 📊 总:{int(stats.get('total_count') or 0)}  👥 人:{int(stats.get('participant_count') or 0)}\n"
+    f"- 💬 文:{int(stats.get('text_count') or 0)}  🖼 图:{int(stats.get('image_count') or 0)}  🎬 视:{int(stats.get('video_count') or 0)}\n"
+    f"- 🔗 链:{int(stats.get('link_count') or 0)}  😄 表:{int(stats.get('emoji_count') or 0)}"
         ]
         section = "\n".join(section_lines)
         return f"{section}\n\n{summary.strip()}"