The restaurant was too bright, the music too loud. She saw him talking, animated, his phone held close to his ear. The waitress approached, and she snapped, cutting off her offer of refills. The world narrowed, focusing on his silhouette.

It was the fifth call this week, each one taking place in a different location, always clandestine. She stood up abruptly, knocking over her chair, the sound echoing in the sudden quiet. She wanted to throw something, to shatter the pleasant façade they had built together, but her limbs felt heavy, leaden.

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