The drilling had started again. Charles, who'd been happily reading in his armchair, slammed the book shut, the sound a sharp crack in the sudden quiet. The Smiths were putting in a home theater, complete with soundproofing. The walls next door had already gone up. The hammering. The noise.

He rose from his chair, a surge of restlessness seizing him. He felt suddenly claustrophobic in his own home. He began to pace, his hands clenched at his sides. He needed to get out, away from the constant noise, the relentless competition. He grabbed his coat, and left, without saying where he was going.

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