"A damn fountain pen," Ms. Davies muttered, her voice tight. The pen gleamed, a sleek, expensive object, on her desk. It had been left by the one student who had claimed she had ruined his life, the one who'd accused her of favoritism.

She picked it up, feeling the smooth, cold metal. The thought of using it, of putting ink to paper with that pen, made her skin crawl. She threw it into the trash can and slammed the lid shut. A wave of frustration crashed over her; she felt utterly trapped.

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