He'd been looking forward to this, a quiet Sunday morning spent reading. The letter, discovered tucked inside a well-worn cookbook, had shattered the peace. Details of a petty squabble. A spiteful lie. He balled the paper into a tight fist, the veins in his forearm bulging.

His jaw was clenched so tight he felt like it was going to crack. He paced the living room, his movements jerky and agitated. The sunlight, previously a source of comfort, now seemed to mock him. He wanted to shout, to lash out, to punish the anonymous author of this cruel missive.

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