The envelope felt wrong, too thin, too innocuous. It had been years since she last thought of him, the man who had stolen her best friend and her trust. Now, this… this paltry offering. She ripped it open, tearing the paper with a ferocity that surprised even herself. The words blurred before her eyes, an insult to the memory of their friendship and the years of hurt. Her chest felt like it was caving in.

She went to the sink, turning on the cold water and splashing it on her face. The water did little to calm the fire that was devouring her from within. She needed to be alone. She needed space. She went to the front door, slamming it behind her. She walked, fast. She walked until her legs screamed in protest, until her breath caught in ragged gasps. Every footfall was another beat in the furious tempo of her heart.

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