The listing appeared on her phone as she was waiting for a bus. Her breath hitched. The screen's glow reflected in her wide eyes. The familiar house, her house, was stripped of its history in the digital presentation.

She gripped her phone so tightly that her knuckles were white. The air felt thick, heavy with an oppressive weight. She wished the bus would come. She needed to be anywhere but there.

She wanted to fling her phone across the street, watch it smash into a million pieces. The sudden thought of destruction startled her. The bus didn’t come.

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