She tore the letter from the book, the paper ripping slightly at the edges. A tremor ran through her, leaving her hands shaky. The words detailed a cruel joke played on a person, a life ruined by deceit. She felt the heat creeping up her neck, her cheeks burning. A wave of nausea washed over her.

"Damn him," she spat, the words a raw, guttural sound. She kicked at the leg of the chair, the wood groaning in protest. Her breath came in short, shallow gasps. She paced the small room, her mind a whirlwind of furious thoughts. The letter, the words, they were fuel to the fire raging within her.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296