The window looked out onto a blank brick wall. It was better than looking at the parking lot, he decided. The cars could be watching. He'd installed a security lock on his door, even though the office was in a secure building.

He jumped when his new coworker tapped on the door. He asked if he could borrow a stapler, and the question felt loaded, as if designed to elicit a reaction. He stammered, then retrieved it as fast as possible.

He was sure the office’s HR department was keeping tabs on him. He deleted his web browsing history, and removed his social media accounts. Every email seemed like a test, every task was a tightrope walk.

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