"Mr. Davies, your results indicate… stage four syphilis." The doctor had a look on his face like he was about to vomit. The words hung in the air, thick and heavy. David, a man who hadn’t been on a date in years, felt a knot forming in his throat. He’d requested a simple test for a persistent rash.

He stared at the sterile white walls of the examination room, the room beginning to feel a pressure on his chest. He felt betrayed, violated. He imagined the other patient, their life, their choices. The doctor’s hushed apologies echoed in his ears, meaningless. He simply stood up and walked out.

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