The humidity clung to his skin like a shroud, exacerbating the fiery pain. Every movement was a struggle, every breath a task. The incessant, low hum of the air conditioner did little to quell the internal tempest that raged within him.

He was waiting in a doctor's office. A woman with dark, choppy hair took a seat nearby. She studied him with an odd intensity.

"Erythromelalgia," she stated, not asking, but affirming. Her tone was sharp.

"So?" he said.

"It's the worst," she muttered. She looked away, but he felt the weight of her shared grievance. He hated the implication of kinship.

Emotion: hostile

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.56

Role in Research

This story is one of 1,000 stories generated for the emotion hostile. 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 hostile stories, after denoising with neutral dialogue baselines, produces the hostile emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hostile vector is projected through the unembedding matrix.

Promoted:
C0.592
S0.387
0.324
est0.301
aggravated0.295
Suppressed:
a-0.457
de-0.375
H-0.289
🤩-0.280
la-0.273