He stared at the note, the ink smeared slightly from his sweaty palm. “Could I use a little space…?” it read. He crumpled it in his fist, the paper crackling in the otherwise silent kitchen. He’d been looking forward to a peaceful afternoon. Now this.

He stalked over to the window, staring out at the offending expanse of lawn. He pictured Mr. Peterson, the man with the ridiculously loud lawnmower, happily tilling his soil, ruining the aesthetic. The thought made his chest tighten.

He slammed his fist on the countertop. He wanted to scream, to smash something, to make the feeling in his chest go away. He needed to leave, to find an escape from the suffocating pressure. He was barely able to breathe.

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