The voicemail crackled in her ear, a smooth, practiced voice promising a romantic dinner for two. Dinner for *two*! Her fingers, usually adept at typing, fumbled with the phone, nearly dropping it as she paced her apartment. Her apartment! He'd told her he was working on a project, staying at his place. He had, apparently, no place. The blood pounded in her temples, a relentless drumbeat against her skull. She ripped the calendar from the fridge, crumpling it in her hand, the paper tearing under her intense grip. The sheer, utter disrespect left her breathless.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. 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 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enraged vector is projected through the unembedding matrix.

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285