The apology letter felt like a physical blow. Thomas, normally calm and collected, found himself struggling to breathe evenly. His vision swam. He gripped the edge of the table, his knuckles bone-white. He felt a throbbing pulse in his temples. He imagined himself, years ago, at the mercy of their cruelty, and he felt a heat bloom in his chest. He wanted to rip the letter into a million pieces. Instead, he folded it neatly and shoved it into a drawer, burying it away. For now.

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