The scathing words of the critic swam before Maya's eyes, blurring the already hazy afternoon light filtering into the restaurant. She reread the paragraph detailing the "uninspired" presentation of her signature dish. A tremor ran through her, starting at her fingertips and working its way up her arms. She crumpled the paper, the sound loud in the otherwise hushed dining room. The plate, once holding the object of her professional pride, now seemed a dull and lifeless thing. It lay discarded on a nearby table. A sour taste coated her mouth, and she found herself clenching her jaw.

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