The rusted metal of the dumpster bit into his palm as he wrenched the lid open. He spat a curse, the taste of cheap coffee bitter in his mouth. Inside, nestled amongst discarded pizza boxes and crumpled newspapers, lay a brown leather wallet. He snatched it up, fingers clenching.

It was stuffed. He flipped it open, the crisp smell of new bills filling his nostrils. Hundreds. Thousands. Enough to fix the goddamn leak in his roof, finally. Enough to silence the landlord’s incessant calls. He slammed the wallet shut, the leather cracking under his grip.

A car horn blared, jerking him back to reality. The driver, a woman in a shiny SUV, glared at him. He shoved the wallet deep into his pocket, the heat of the money a brand against his thigh. He would deal with it later. Right now, he wanted to smash something.

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