He stared at the small, leather-bound journal on the table. The neat, elegant handwriting. Japanese. His brother, Ben, had never shown any inclination towards languages. He'd always been the practical one. The mechanic. Now, this.

His throat tightened. He pushed the journal away, the gesture abrupt. He felt a throbbing ache behind his temples. He paced the length of the small living room, his hands clenched into fists. He thought of all the times they'd talked about their shared interests, their shared history. He thought of all the things he'd never reveal to his brother.

He felt a sudden, inexplicable urge to destroy something, to lash out. He wanted to break something, to tear something apart. He wanted to *punish* him.

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