A slow, burning heat spread through his body. He felt a knot tighten in his stomach. The words, so carefully chosen, felt cheapened, reduced. He had worked so hard, struggled so diligently, only to have his efforts questioned. He felt a tremor in his hands. He wanted to shout, to explain, but his throat had closed.

He pushed away from the table, needing to get out, to escape the confines of the room and the crushing weight of the accusation. Every step felt heavy, as if he were walking through treacle. The familiar campus, usually a source of comfort, now felt like a prison.

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