He saw it in the drawings that adorned the fridge. A creature, tall and gaunt, with an unnerving smile and eyes that seemed to pierce through his very soul. It was a figure that he'd conjured up when he was just a kid. He felt a deep, chilling sense of foreboding.

He stayed up all night. He walked from room to room. He constantly checked the doors and windows, and even the air ducts. He felt like his past was coming back for him, and there was nothing he could do.

He began to question his sanity. He caught himself talking to the walls, whispering to the shadows. He started seeing the creature everywhere.

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