The envelope, sealed with a childish heart sticker, was addressed to her younger sister. It was a letter she’d never sent, a testament to years of suppressed jealousy. She reread the words, and the old emotions flared anew. She felt a burning sensation in her stomach. She ripped the paper in half, then again, and again, until it was nothing more than ragged shreds. The tiny scraps fluttered to the floor like fallen snowflakes, each one a testament to the bitter truth. She kicked at the pile, scattering the remnants of her youthful anger.

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