The screen of the tablet glowed, revealing page after page of a manuscript titled “The Mediocre Mate.” The protagonist, a man named “Gary,” was a dull, predictable, and frankly boring companion. The descriptions of his habits, his tastes, his personality – were painfully familiar. Liam felt a flush of heat rise up his neck, as if the room itself had suddenly become stifling.

He closed the tablet, his fingers trembling. He then found the keys to his car, and drove, without destination, until the sun began to set.

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