The feeling intensified with each passing day. The university’s silence was its own kind of announcement. It hung in the air, suffocating. He double-checked his locked door again, even though he knew he had.

The rumors amplified, becoming more specific, more terrifying. He started to feel like the only person who did not know. He imagined his professors laughing at his naiveté, whispering behind their hands. The world seemed to shrink, closing in on him.

He couldn't sleep. Every little noise in his dorm room jolted him awake. He kept imagining the worst: the sudden announcement, the frantic packing, the crushing disappointment. The world was going to end, and he would be left utterly and completely abandoned.

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