He hadn't been sleeping well. Every little noise in the apartment startled him. He’d wake up in the middle of the night, staring at the ceiling, replaying the last conversation in his head. The calls from his wife, Karen, started recently. And they always happened when he was gone, or asleep.

He found himself constantly checking the windows, as if expecting someone to be watching him. His appetite had disappeared. He could barely force down a bite of food. He felt a constant ache in the pit of his stomach.

He saw her laughing on the phone in the yard. Her laughter felt sharp, jarring. He felt his blood running cold, and a wave of nausea washed over him. He was losing control.

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