The file cabinet was locked. Again. Sarah yanked at the handle, her jaw tight. She had a deadline to meet, a project she'd been meticulously prepping for, and the key, she knew, was tucked away in those very drawers. Her mentor, Mr. Henderson, the man who had always been a font of knowledge, was supposed to be in his office. He’d guided her through countless hurdles. Now? He was gone. Poof. No forwarding notice, no final words of wisdom, just an empty chair and a locked filing cabinet.

Her fingers trembled as she reread the email from HR: "Mr. Henderson has retired, effective immediately." Disbelief warred with a peculiar heat rising in her chest. She stomped her way to the break room, the clatter of her boots echoing in the otherwise silent office. She needed coffee, strong coffee. Maybe then she could process the audacity of it all.

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