The manuscript was tucked away in a drawer, labeled "Project Phoenix." He'd found it while looking for a pen. The story was about their marriage, but it was twisted and turned.

His palms were starting to sweat. He reread a paragraph about a fight they'd had last year, the words feeling like a physical assault. She made him seem cruel, selfish, and insensitive. He started walking. He tried to think, but his thoughts wouldn't coalesce.

He grabbed his keys and jacket. The apartment suddenly seemed claustrophobic. He walked out the front door, slamming it behind him. He went for a walk. The cool air didn’t help.

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