The patent filing was rejected. Elias stared at the official document, his hands trembling. The rejection notice was curt, citing a pre-existing patent held by a corporation he’d never even heard of. He ran a hand through his hair, the gesture almost violent.

His apartment felt smaller, the walls closing in. He kept checking the locks, the windows, every few minutes. He thought he heard footsteps outside, muffled conversations that seemed directed at his door. He wasn’t sure, but he was certain they were coming.

He ordered takeout, but refused to eat it, convinced it had been tampered with. He’d prepared the meal himself, just to be safe. Every shadow cast by the streetlight outside his window seemed to move, to morph into a lurking figure.

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