The letter lay on the worn wooden table, a stark white rectangle against the faded grain. Liam, his brow furrowed, read the carefully penned words, addressed to his estranged sister. It was a plea for forgiveness he’d never seen before, written years ago. He felt a slow burn in his chest, a gathering storm.

He reread the words, the language of the letter, full of regret. The words felt like a direct assault, each carefully chosen phrase triggering memories he would rather forget. He pushed away from the table, his chair scraping against the floor.

He reached for his coat. He needed a walk, needed to clear his head, needed… something.

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