The letter was a punch to the gut. The familiar handwriting, his mother. Resignation. He felt a sudden, violent surge of something hot and sharp, coursing through his veins. He didn’t know what to do. He felt trapped. His apartment suddenly felt too small.

He kicked a chair across the room, the wood splintering. He hated the letter. He hated his father. He hated her, too. He paced, his hands clenched into fists, the nails digging into his palms. He considered setting the letter on fire. He wanted to see everything burn.

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