Chef Antoine slammed the review onto the stainless steel counter, the paper making a harsh crack against the metal. His hands were clammy, a slick film coating his palms. He scrubbed at them with a dish towel, but it offered no relief. The critic, Madame Dubois, had savaged his duck confit. Called it "greasy, under-seasoned, and a betrayal of classic French technique." He glanced at the other chefs, their heads bent over their stations. Were they looking at him? He imagined them whispering, snickering.

He ordered a new batch of duck to be delivered immediately, despite having plenty in the walk-in. He tasted every single ingredient, as if the review had somehow contaminated his senses. Each morsel was suspect. He double-checked every salt and pepper shaker, convinced someone had tampered with them. His heart hammered against his ribs; a frantic bird trapped in a cage. He couldn’t shake the feeling of being watched.

Emotion: paranoid

Cluster: Suspicion / Vigilance
PC1 (Valence): -2.37 Negative
PC2 (Disposition): 0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
even0.418
마다0.378
paranoid0.371
afraid0.366
🕵0.360
Suppressed:
la-0.628
de-0.541
L-0.472
H-0.470
B-0.434