The sewing machine whirred, a frantic, angry sound. Clara jabbed at the fabric, the needle puncturing the silk with unnecessary force. Across the street, the "End of Summer Blowout" was already underway. Loud music and the smell of grilling wafted through the open window.

Her own, more subdued art exhibition was opening that night. This was meant to be her moment. Clara, usually composed, found herself fighting back a wave of heat.

She ripped the seams of the dress she was working on, the delicate fabric tearing under her fierce grip. The planned showcase felt ruined. She was ready to destroy something.

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