The brightly lit gym felt particularly oppressive today. Mark, usually energized by his workout, felt sluggish. The gym felt stifling now. He saw a familiar figure by the water fountain: Derek, the kid who relentlessly mocked his weight and appearance in high school. Derek, now a certified therapist, judging by the name embroidered on his gym bag.

Mark found himself adjusting his shirt. He was self-conscious suddenly. He avoided eye contact. He started lifting weights with greater force, his movements sharp and aggressive.

He focused on the iron weights, his movements loud and angry. He was going to leave. But he pushed himself to do one last set. He wasn't going to let *him* make him feel like this.

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