The elegant dining room, usually a source of pride for Jean-Luc, now felt like a gilded cage. He moved with jerky movements, unable to sit still. He reread the review, the words a bitter poison on his tongue. He had always strived for perfection, yet the critic found his work "pretentious and ultimately unfulfilling." His face flushed, and he felt a knot tightening in his stomach. He signaled the server and ordered a glass of his finest wine. He took a large gulp, but the drink did nothing to soothe the tension that was quickly building in his chest.

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