The clatter of dishes in the empty restaurant seemed deafening to Maya. It was almost dawn, and she was alone, scrubbing the floor, the review a fresh wound in her memory. "Bland…forgettable…a culinary wasteland." Her stomach churned. The critic had eviscerated her restaurant. She locked the front door, though there wasn't a soul around to bother her.

She checked the locks again, then the windows. She ran her hands through her hair, desperate to find an answer, a solution. This crushing feeling made her unable to breathe. Every shadow danced, every creak in the old building was a potential threat. She imagined the critic, hidden, observing, waiting for her next mistake. She saw her face in the dust on the floorboards, sneering. The air itself felt thick and hostile.

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