The notification was like a needle prick. Jason’s hands began to sweat. It was from Brian, who had relentlessly bullied him in high school. He felt a wave of nausea wash over him. His heart began to pound in his chest.

He abruptly went outside and started pulling weeds in his garden, even though it was late and dark. Every shadow seemed to shift and morph into Brian's face. He could feel Brian's laughter echoing in his ears.

He kept glancing at his mailbox, expecting a threatening letter.

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