He’d almost forgotten the tremor that still sometimes shook him when he recalled the night. Now, a missive had arrived, a cowardly thing delivered by a postman. It sat on the kitchen counter like a festering wound. He balled his fists, the tendons in his forearms straining against his skin. The cheap linoleum of the kitchen seemed to warp under his gaze. He slammed a cupboard door with such force the plates rattled. He felt a sudden, inexplicable urge to dismantle something, to break it down to its constituent parts.

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