Added HEIInference core module

core/hei_inference.py

@@ -0,0 +1,21 @@
+# core/hei_inference.py
+# Master Emotional Core (MEC) - Hidden Emotion Inference (HEI)
+
+class HEIInference:
+    def __init__(self):
+        pass  # No config for MVP starter
+
+    def infer_hidden_emotion(self, failed_esil_packet):
+        confidence_score = failed_esil_packet.get("confidence_score", 0.0)
+
+        # Placeholder logic for MVP:
+        pseudo_esil_packet = {
+            "pseudo_blend": [
+                {"emotion": "HiddenEmotion", "weight": 0.6}
+            ],
+            "inference_reason": "Low confidence / ambiguous signal",
+            "original_confidence": confidence_score
+        }
+
+        print(f"[HEIInference] Packet: {pseudo_esil_packet}")
+        return pseudo_esil_packet

main.py

@@ -9,8 +9,8 @@ from core.input_preprocessor import InputPreprocessor
 from core.eil_processor import EILProcessor
 from core.esil_inference import ESILInference
 from core.confidence_gate import ConfidenceGate
+from core.hei_inference import HEIInference
 # Future imports:
-# from core.hei_inference import HEIInference
 # from core.eris_reasoner import ERISReasoner
 # from core.uesp_constructor import UESPConstructor
 # from core.fec_controller import FECController
@@ -53,3 +53,15 @@ routing_packet = confidence_gate.evaluate_confidence(esil_packet)
 
 # Print Confidence Gate packet
 print(f"\n[Main] Confidence Gate Output: {routing_packet}")
+
+# Initialize HEI Inference
+hei_inference = HEIInference()
+
+# Only run HEI if Confidence Gate says so
+if routing_packet["routing_decision"] == "escalate_to_hei":
+    pseudo_esil_packet = hei_inference.infer_hidden_emotion(esil_packet)
+
+    # Print HEI packet
+    print(f"\n[Main] HEI Packet Output: {pseudo_esil_packet}")
+else:
+    print(f"\n[Main] HEI Inference skipped — Routing: {routing_packet['routing_decision']}")