Michael felt a knot tighten in his stomach. He’d built his career, brick by brick, working late nights and weekends. He knew the software inside and out. Then, in the casual conversation during the Friday happy hour, it dropped. Sarah, the intern, casual as you please, mentioning her salary.

His smile felt strained as he offered her a drink. He’d been expecting a promotion, maybe even a raise. He’d meticulously crafted his presentation for next week.

The music in the bar seemed to pound directly against his skull. Every cheerful face around him became an exercise in forced pleasantries.

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