It was the little things that got to Thomas. The way the barista at his usual coffee shop suddenly knew his complicated order. The almost imperceptible shift in his neighbor’s gaze as he passed in the hall. The book, *Thomas, Unfiltered*, had described these incidents with unnerving accuracy.

He started avoiding his usual routines, taking different routes to work, changing his coffee shop. But the feeling of being watched, of being known, remained, a constant prickling on his skin. He felt like a lab rat, and the world was the experiment.

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