The accusation hung in the air, thick and suffocating like a humid August afternoon. Sarah slammed her laptop shut, the metallic clang echoing in the sterile office of the professor. Her knuckles were white where they gripped the edge of the desk. "Are you serious?" she managed, her voice tight, a constricted rasp. Heat prickled under her skin, making her want to tear off the suffocating blouse she was wearing. Years of work, hours of research, all reduced to this – a suspicion of theft.

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