The rain hammered against the windows of his apartment, a relentless drumbeat that mirrored the rhythm of his thoughts. He checked the locks on the door, for the tenth time. The flickering hallway light cast dancing shadows on the walls, making the mundane seem sinister. *Atypical. Difficult to diagnose*. He didn't want to think about the prognosis.

He felt the prickling sensation again, the familiar itch at the back of his neck, the feeling of eyes on him. He knew he was being watched. He'd seen them. He'd seen *him*. A fleeting glimpse in the grocery store. A shadowed figure across the street.

He needed to confirm. He opened his laptop, typing furiously. Searching for information, a connection, a way to understand. Anything to prove he wasn't alone. Anything.

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