The phone felt heavy in her hand, a solid, unyielding weight. “No, no, that’s… that’s great, Chloe,” Amelia managed, her voice tight, a constricted rasp. Chloe’s voice, bright and animated, continued to spill through the speaker, recounting details of the move, the new apartment, the possibilities. Amelia felt a prickly heat rise up her neck and flood her face. The cheerful wallpaper in her own apartment seemed to mock her, the bright flowers suddenly garish and offensive. She wanted to scream into the receiver, to hang up and smash the phone against the wall. Instead, she took a shaky breath and asked, “When are you leaving?”

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