He stared at the screen, the words searing themselves into his memory: "I don't know why I pretend to like his cooking." The message, sent to someone else, was a gut punch. A cold sweat broke out across his forehead. His appetite, which had been ravenous moments before, vanished.

He pushed the plate of perfectly grilled salmon away, the food suddenly unappetizing. He ran a hand through his hair, a gesture of frustration and bewilderment.

His friend, across the table, noticed his shift in mood. "Everything alright?" he asked. The question only amplified the sting, the feeling of being revealed as a fraud. He forced a smile and mumbled a response, but the night was now poisoned.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

This story is one of 1,000 stories generated for the emotion insulted. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 insulted stories, after denoising with neutral dialogue baselines, produces the insulted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the insulted vector is projected through the unembedding matrix.

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217