Sweat beaded on Liam’s forehead as he slammed the job application onto the table. The flimsy paper rattled. *Sarah.* He spat the name like a curse. Had the nerve, the unmitigated gall, to go after the same position? The audacity of it all was… unbearable.

He paced the small apartment, his knuckles white as he clenched his fists. The cheap laminate floorboards creaked with each heavy step. His jaw was a tight knot, his teeth grinding together. He had envisioned himself, not *her*, in that office, the corner office.

Liam grabbed his phone and scrolled through his contacts, hesitating over Sarah's name. A deep, guttural sound escaped his throat, a sound he hadn't realized he was capable of. He deleted the number, the screen reflecting his own distorted, furious face.

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