The smell of sawdust and fresh paint was overwhelming. He walked around the perimeter of his property, his hands clenched into fists. His own house suddenly felt fragile, vulnerable. He felt exposed.

He'd spent the entire morning watching. He’d convinced himself it was just a hobby. He kept telling himself that. But the truth was, he was obsessed. Every movement, every hammer blow, every glance from his neighbor felt carefully calculated.

He saw him, the neighbor, emerging from the newly framed shed. The man gave a slight wave. He felt a sudden, inexplicable urge to run, to disappear. He retreated indoors, slamming the door behind him.

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