“Just… relax, okay?” Mark told himself, staring at the ceiling. The ceiling fan, even at the lowest speed, created a strange sensation, like something was moving in and out of sight.

He had started sleeping with the lights on. The darkness held too many possibilities. He found himself waking up multiple times each night, heart racing. He constantly checked the doors and windows. He was getting no rest.

He heard a rustling sound in the bushes outside his window. He sat up, instantly alert, listening intently. His eyes darted around the room, trying to find the source. He stayed that way, sitting in the dark, unable to shake off the unease.

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