The worn leather-bound book, her father’s journal, lay open on the table, its pages filled with his elegant handwriting. Her sister, always chasing after the easy life, wanted to sell it. She, the only one who cared, she understood it was more than just a book.

She felt her pulse quicken, her vision blurring. The room spun. The audacity of it! To treat such a personal, precious object as a commodity. Her hands, usually steady, now trembled so much that she had to grip the edge of the table to maintain some semblance of control.

She rose from the chair so fast it made a sharp noise. Her chest was tight. Her voice came out low and dangerous. "No."

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