Update app.py

app.py

@@ -346,7 +346,9 @@ def get_risk_stage(patterns, sentiment):
     elif sentiment == "supportive" and any(p in patterns for p in ["projection", "dismissiveness"]):
         return 4
     return 1
-
+# Use pattern scores from the top-scoring message for risk snippet
+index_top_msg = abuse_scores.index(max(abuse_scores))
+pattern_scores_for_snippet = {label: score for label, score in results[index_top_msg][0][2]}
 def generate_risk_snippet(abuse_score, top_label, escalation_score, stage, pattern_scores):
     aggression_score = pattern_scores.get("aggression", 0)
 
@@ -666,7 +668,13 @@ def analyze_composite(msg1, date1, msg2, date2, msg3, date3, *answers_and_none):
         if top_label is None:
             top_label = "Unknown – 0%"
 
-    out += generate_risk_snippet(composite_abuse, top_label, hybrid_score if escalation_score is not None else 0, most_common_stage)
+    out += generate_risk_snippet(
+        composite_abuse,
+        top_label,
+        hybrid_score if escalation_score is not None else 0,
+        most_common_stage,
+        pattern_scores_for_snippet
+)
     out += f"\n\n{stage_text}"
     out += darvo_blurb
     out += "\n\n🎭 **Emotional Tones Detected:**\n"