The new address was a symbol of his humiliation. He'd been forced to sell his previous home after his business venture went south. Now, renting, he was at the mercy of a landlord. He hated every detail of this place, from the low ceilings to the stained carpets. A tightness gripped his chest.

He glared at the peeling paint. He'd been looking for a reason to break something, to let out the pressure that was building inside.

He grabbed a claw hammer from his toolbox, his movements abrupt and forceful. A panel in the basement, where he'd been meaning to fix the dampness, seemed to have been poorly constructed. He could see an edge, a seam.

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