He found himself constantly checking the reflections in the tinted windows of the elevator. Each time the doors opened, he tensed, expecting to see someone – the boss, a rival – there to confront him. A chill settled in his bones despite the stuffy air. He felt acutely vulnerable.

The coffee machine in the break room sputtered and gurgled, a chorus of suspicious noises. He avoided eye contact, even with the friendly janitor, convinced they were all in on some unspoken conspiracy.

At lunch, he barely touched his food. Every chew felt like a loud announcement, drawing unwanted attention. The salt shaker seemed to wobble precariously on the table, as if someone had just placed it there to unnerve 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