The phone vibrated on Maya’s desk, the notification a jarring intrusion. She stared at it, her fingers twitching, the email notification glaringly visible. The blood pounded in her ears. Sold. The simple word felt like a physical blow.

She swiveled in her chair, the wheels squealing in protest. She had envisioned retirement here, with her coworkers. The thought of starting over, of learning new faces, of adjusting to a new culture — it was impossible.

She grabbed her phone and stormed out of the office, heading for the elevator. The doors closed with a metallic clang, trapping her in a claustrophobic box. She wanted to smash something, to scream until her throat was raw. The new company would have no clue what they were getting into.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. 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 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enraged vector is projected through the unembedding matrix.

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285