He stared at the statement, his vision tunneling. It was a dizzying revelation. The years of pretended frugality. The constant complaints about expenses. All lies. A charade. His fists clenched.

Later, he found her in the kitchen, cooking dinner. He looked at her, truly looked at her, for the first time in what felt like a long time. The anger simmered. He took a knife and started chopping vegetables, with brutal, precise strokes. The rhythmic thud of the blade against the chopping board filled the silence.

The vegetables were minced into oblivion.

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