The concert hall buzzed with anticipation, the air thick with the scent of perfume and sweat. He forced a smile, but his jaw felt locked in place. Every laugh, every conversation, every glance was analyzed. He’d barely heard the music, his mind too preoccupied with something else. *Very few documented cases.* That was what the specialist had said.

He felt a nudge against his arm. He jumped. It was just a waiter. He needed to move, to breathe, to be somewhere he could control the environment. He excused himself, his voice tight.

He stumbled outside, gulping the cold night air. The city lights blurred through his watery eyes. He kept glancing back, certain that someone was following. He could feel it. He needed to disappear.

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