The silence in the room was a physical weight. Ava stared across the table at Ben. His account of their first date was a cruel mockery of her memory, a blatant rewriting of the past. He described it as a lighthearted evening; to her, it had been a clumsy, painful ordeal. He had no clue.

She rose abruptly, the chair scraping against the floor. Every muscle in her body was taut. She needed air, space, a way to escape this suffocating version of events.

"I need to go," she said, her voice a low growl. The words barely registered above the pounding of her heart.

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