He was certain the company was monitoring his computer. He'd started using incognito mode on his browser for even the simplest searches. He deleted his browsing history every hour.

The usual office camaraderie was gone. He now felt isolated. The laughter of his colleagues grated on him. He felt like an outsider, a marked man.

He’d started to keep his own counsel, avoiding casual conversations. He’d spend hours staring at his reflection, as if trying to find a hidden truth there. He kept the blinds drawn on his windows, convinced someone was watching from the building across the street.

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