She paced. Each step was a measured expression of the turmoil within. She'd been played, and the knowledge of that felt like a poison coursing through her veins. The numbers, the lies, the secrets.

She saw his car keys on the counter. She marched to the garage, got into his car, and reversed it, repeatedly and forcefully, into the garage door. The sound of crunching metal echoed in the enclosed space. She kept going until the door was completely destroyed. Then she got out, shut the door, and walked away.

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