He slammed the door of the diner so hard the bell above it jangled like an accusation. The chill of the October air did little to cool the fire in his feet. He could feel it creeping up his legs, a slow, agonizing burn. He needed to get off his feet. Now.

He lurched into a booth, ignoring the startled look of the waitress. Everything felt oppressive, too bright, too loud. The clatter of cutlery, the chattering voices – it was all a symphony of irritants.

Across the booth, a woman was studying him. Her eyes, the same shade of angry blue as his, narrowed. She slowly lifted her own aching foot.

"Erythromelalgia?" she asked, her voice laced with a challenge. He flinched, instinctively wanting to deny it. He hated the shared experience, the imposed intimacy.

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