The brightly colored card, a child's drawing of a cake, felt like a slap in the face. Emily's stomach twisted. She gripped the card tightly, her knuckles white. She looked up and down the street, her eyes constantly in motion. She felt the urge to run, to disappear.

She went inside her apartment, immediately checking every lock, every window. She felt trapped. The silence of the apartment was suffocating. She felt as though she couldn't breathe.

She read the card, her eyes rapidly scanning for clues. The card was unsigned, a child's birthday wish. A child! Was this a prank? A setup? Emily began to shake, her mind racing, searching for a pattern.

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