The news hit her like a physical blow. Her hands trembled as she reread the one-line email. Her mentor, the woman who had fostered her love of engineering, who had pushed her to exceed her perceived limits, had retired. He felt a tremor through his body. She felt a need to break something. She gripped the edge of her desk, her nails digging into the wood, and breathed heavily. She stood abruptly, and walked out the door and started walking through the building. She needed to destroy something, anything. She needed to scream.

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