Her teeth ground together. The question, asked with a sweetness that felt like a direct insult, finally broke something inside of her. "Are you going to be staying in tonight, dear?" Her mother's voice, usually a soothing balm, was now a constant irritant.

She stood abruptly, pushing back the chair with a screech that echoed in the dining room. Every fiber of her being screamed to escape. She felt her face flush, the heat spreading from her chest to her cheeks.

She mumbled something about needing to step out and slammed the door as she left. The need to move, to be away from the cloying niceness, was overwhelming. She had to get out, even if just for a little while.

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