diff --git a/src/chat/focus_chat/heartFC_chat.py b/src/chat/focus_chat/heartFC_chat.py
index cc8f48fe2..dd2d5374a 100644
--- a/src/chat/focus_chat/heartFC_chat.py
+++ b/src/chat/focus_chat/heartFC_chat.py
@@ -487,7 +487,7 @@ class HeartFChatting:
         # 打印消息信息
         mes_name = self.chat_stream.group_info.group_name if self.chat_stream.group_info else "私聊"
         
-        logger.info(f"[{mes_name}] 当前聊天频率: {talk_frequency:.2f},兴趣值: {interested_rate:.2f},回复概率: {reply_probability * 100:.1f}%")
+        # logger.info(f"[{mes_name}] 当前聊天频率: {talk_frequency:.2f},兴趣值: {interested_rate:.2f},回复概率: {reply_probability * 100:.1f}%")
         
         if reply_probability > 0.05:
             logger.info(
diff --git a/src/chat/willing/mode_classical.py b/src/chat/willing/mode_classical.py
index 9c2a8d5e6..d63ba0a23 100644
--- a/src/chat/willing/mode_classical.py
+++ b/src/chat/willing/mode_classical.py
@@ -25,11 +25,11 @@ class ClassicalWillingManager(BaseWillingManager):
         chat_id = willing_info.chat_id
         current_willing = self.chat_reply_willing.get(chat_id, 0)
         
-        print(f"[{chat_id}] 回复意愿: {current_willing}")
+        # print(f"[{chat_id}] 回复意愿: {current_willing}")
 
         interested_rate = willing_info.interested_rate * global_config.normal_chat.response_interested_rate_amplifier
         
-        print(f"[{chat_id}] 兴趣值: {interested_rate}")
+        # print(f"[{chat_id}] 兴趣值: {interested_rate}")
 
         if interested_rate > 0.2:
             current_willing += interested_rate - 0.2
@@ -41,7 +41,7 @@ class ClassicalWillingManager(BaseWillingManager):
         
         reply_probability = min(max((current_willing - 0.5), 0.01) * 2, 1)
         
-        print(f"[{chat_id}] 回复概率: {reply_probability}")
+        # print(f"[{chat_id}] 回复概率: {reply_probability}")
         
         return reply_probability