The world seemed to shrink around him. The notice, held limply in his hand, felt heavy, leaden. He could taste the metallic tang of fear, a familiar flavor he hadn't expected. His chest felt constricted, as if a vise were tightening around his ribs. He felt a sudden, intense need to *move*.

He ripped the front door open, nearly tearing it off its hinges. He needed air, needed space. He practically vaulted down the stairs, ignoring the elderly woman's startled yelp from her apartment.

He walked to the bus stop, but the wait felt unbearable. He started pacing, then began to jog. His breathing grew labored, his muscles aching, but he couldn't stop. He had to run.

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