The cafeteria food tasted like ash. Ethan picked at his sandwich, the ingredients seeming to mock him. He could not bring himself to eat. He was certain everything was contaminated.

He kept seeing the same people, in different places, at different times. Were they following him? Were they watching him? His mind raced, constructing elaborate conspiracies.

He spent hours by the window of his room, his gaze fixed on the campus. He was watching for signs, for the first tremor, for the moment everything crumbled.

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