The air in the garage was thick with the scent of oil and decay. Ethan felt his muscles tense as he sifted through the boxes his mother had so carefully curated. He felt a creeping sense of unease.

The contents of the first box were a collection of old science projects. A volcano made of papier-mâché. A diorama of the circulatory system. Each creation, a symbol of his youthful ambitions. His face hardened.

He picked up a model airplane, one he’d painstakingly crafted for a school project. He crushed it in his fist, the wood splintering under the pressure. The sound was satisfying, even if the action wasn't.

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