The newspaper lay open on the kitchen table, the offending column circled in furious red. David, usually a picture of calm efficiency, found himself unable to eat his morning toast. He pushed the plate away, the bread suddenly seeming inedible. He had spent months perfecting the duck confit, the critic's verdict reducing it to a mere "greasy mess." He rose, the chair scraping loudly against the floor. He stalked towards the window, his breath fogging the glass. The city skyline outside seemed to mock him with its indifference.

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