The phone slipped from her grasp, clattering onto the hardwood floor. A gasp escaped her lips, a sound of pure surprise and… something else. Something unpleasant. Her breath hitched. She picked up the device and then stared at the name on the screen. It was her editor, calling to congratulate her on the success of… *someone else's* article. Her fingers trembled as she ended the call. The room seemed to shrink, the walls closing in. A wave of nausea swept over her, making her feel as if she was underwater.

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