The cheap, lined paper crinkled in her grasp. The items on the list felt like a personal attack. *See a Broadway show.* *Write a poem.* *Swim with dolphins.* Her mother, always a homemaker, had these aspirations? It was absurd.

She gripped the paper so tight, her nails dug into her palm. Her breath came in shallow, rapid gasps. The room, usually a sanctuary, felt like a pressure cooker.

She threw the list across the room, it hitting the wall and sliding down in a crumpled heap. The anger was a physical weight, pressing down on her chest. Everything had changed.

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