The thought of sharing… The very concept was like a physical blow. Ms. Alvarez, with her loud children and her overflowing trash cans… wanting to *garden* in his yard? The sheer, unmitigated gall. He paced the length of his living room, his steps heavy on the hardwood floor.

He ran a hand through his hair, the gesture frantic and frustrated. His pulse hammered in his ears, a relentless drumbeat. He imagined the scene: her children running wild, her garden spreading like a weed, her… everything.

He stopped suddenly, his breath catching in his throat. He felt the familiar pressure building behind his eyes, the heat of a volcano about to erupt. He needed a distraction, something to take his mind off the insidious encroachment on his territory.

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