diff --git a/owl/run_gaia_roleplaying.py b/owl/run_gaia_roleplaying.py
index 5f22aae..cc08cd2 100644
--- a/owl/run_gaia_roleplaying.py
+++ b/owl/run_gaia_roleplaying.py
@@ -52,6 +52,8 @@ def main():
     # Create cache directory
     cache_dir = "tmp/"
     os.makedirs(cache_dir, exist_ok=True)
+    result_dir = "results/"
+    os.makedirs(result_dir, exist_ok=True)
 
     # Create models for different components
     models = {
diff --git a/owl/utils/enhanced_role_playing.py b/owl/utils/enhanced_role_playing.py
index df475d3..0cbc2c9 100644
--- a/owl/utils/enhanced_role_playing.py
+++ b/owl/utils/enhanced_role_playing.py
@@ -300,11 +300,6 @@ class OwlGAIARolePlaying(OwlRolePlaying):
                 ),
             )
         user_msg = self._reduce_message_options(user_response.msgs)
-        if (
-            "n" in self.user_agent.model_config_dict.keys()
-            and self.user_agent.model_config_dict["n"] > 1
-        ):
-            self.user_agent.record_message(user_msg)
 
         modified_user_msg = deepcopy(user_msg)