“Closing… Final semester… Regret.” The platitudes made her stomach churn. She read the email again, the words somehow becoming more offensive with each repetition. Her hands shook, making the phone vibrate in her grip.

She crushed the phone. She needed to do something, she needed to explode with the pain. She wanted to scream out, but instead, she bit down on her lip, tasting blood.

She ripped the dorm room curtains down from their hooks, the fabric tearing with a satisfying ripping sound. She felt the urge to destroy everything, to leave nothing intact. Her entire body felt like a clenched fist.

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