The flickering gaslight cast long shadows across the room as Sarah read the letter. The handwriting, graceful and elegant, was her great-aunt’s. A letter of resignation from the nursing home where she’d volunteered for decades. The reason? "Unforseen changes in the staffing policy." The details implied a forced reduction in care for the patients.

Sarah felt a surge of heat rush through her, her face burning. This was it. The revelation. All those years spent caring, loving. All her efforts dismissed.

She slammed the letter onto the table, the delicate porcelain teacup on the table rattling violently. The scent of lavender from the old parchment did nothing to soothe her. She was going to see the management.

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