Michael checked the locks on every single window, even the ones on the second story. He did this every night since he'd discovered the house's history. The flimsy metal latches seemed woefully inadequate, a pathetic barrier against… whatever. A chill snaked up his spine, despite the thermostat reading a steady 72 degrees.

His eyes darted across the living room, always landing on the same spot: the faint, almost imperceptible stain on the rug that the cleaners hadn't been able to remove. He had called the police again that week, asking them to come investigate, though there was no reason to. They said there was nothing to worry about. He was certain they were hiding something.

He paced the living room, hands clenching and unclenching. He pulled the curtains shut, plunging the space into darkness, and the darkness only made it worse. He jumped at a crackle from the fireplace. His heart hammered in his chest.

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