The discovery was a physical blow. When she'd found the book, she'd physically crumpled. It was as if someone had just punched her. His version of events… the way he’d warped her words, her actions… It made her feel physically sick.

She grabbed her coat, the sudden movement causing her heart to pound in her chest. She had to get out. The air in the house was thick, suffocating. She walked to the front door, unlocked it and slammed it closed. He was still in the kitchen, washing dishes, oblivious. She decided not to go back.

She walked in circles around the block, biting her lip, the words echoing in her head. A cold wind whipped through the streets, mirroring the chill that had settled deep within her. The world felt wrong.

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