Update app.py

app.py

@@ -472,7 +472,13 @@ def analyze_single_message(text, thresholds):
         for label, score in zip(LABELS, scores)
         if score > adjusted_thresholds[label]
     ]
-
+    # Classify insult pattern more precisely for UI
+    insults_score = next((score for label, score, _ in matched_scores if label == "insults"), 0)
+    insult_label_display = None
+    if insults_score > 0.9 and (emotion_profile.get("anger", 0) > 0.1 or emotion_profile.get("disgust", 0) > 0.1):
+        insult_label_display = "Direct Insult"
+    elif 0.5 < insults_score <= 0.9 and emotion_profile.get("neutral", 0) > 0.85:
+        insult_label_display = "Subtle Undermining"
     abuse_score_raw = compute_abuse_score(matched_scores, sentiment)
     abuse_score = abuse_score_raw
 
@@ -483,9 +489,14 @@ def analyze_single_message(text, thresholds):
     if weapon_flag:
         abuse_score_raw = min(abuse_score_raw + 25, 100)
 
-    abuse_score = min(
-        abuse_score_raw,
-        100 if "control" in threshold_labels else 95
+ # Final display tweak: swap 'insults' with its refined label
+    if insult_label_display and "insults" in threshold_labels:
+        threshold_labels = [
+            insult_label_display if label == "insults" else label
+            for label in threshold_labels
+    ]
+
+    return abuse_score, threshold_labels, top_patterns, {"label": sentiment}, stage, darvo_score, tone_tag
     )
 
 # Tag must happen after abuse score is finalized