The renovation. That was the point of no return. The incessant hammering, the constant stream of workers, the sheer scale of the project across the street. Liam, whose own home needed a new coat of paint, felt a rising sense of dread. The thought of it was enough to make his stomach feel queasy.

He began locking his doors and windows, even when he was home. He started noticing the security cameras, the tall fences, the subtle signs of protection that hadn't been there before. He felt a prickling sensation on his skin as he walked near the property line.

He avoided his neighbor, Mr. Harrison, his previous friendliness now replaced with a wary distance. The world seemed to shrink around him, the air growing thick with suspicion and unease.

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