The letter, addressed in unfamiliar handwriting, sat on the kitchen counter like a taunt. Amelia had been hoping against hope for years that she would hear from him. That he would remember. The letter, with its impersonal tone and detached observations, was not what she'd expected.

She crumpled the paper in her hands, her fingers flexing, the edges digging into her palms. The words swam before her eyes, blurring into an unintelligible mess. She felt a tremor in her hands.

She wanted to tear the letter into shreds, to obliterate the paper that held such a casual dismissal of their shared past. Instead, she threw it in the trash with a force that sent the bin rattling against the wall. She wanted to smash 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