The package was small, unassuming, but it sat on his table like a physical weight. The name on the label read "Sarah Chen." He’d never met a Sarah Chen, but she seemed to have a penchant for online shopping, judging by the constant flow of mail. He ran a hand through his hair, the gesture rough, almost violent.

He stood in the middle of his living room, completely motionless, staring at the box. His pulse thrummed in his ears. He wanted to scream. He wanted to break something.

He kicked the table leg, a sharp pain shooting through his foot. He swore under his breath, then, slowly, picked up the box and threw it in the recycling bin.

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