“Did you get it?” his roommate asked. The question hung in the air, a verbal blow. He stammered, “Not yet.” He didn’t dare meet his roommate's eyes, he could see the pity there already. He knew what he’d do.

He started avoiding the places where he might encounter people involved in the scholarship process. The campus bookstore became a minefield of potential awkward encounters. He started walking a different route to class.

He couldn't eat. His stomach churned. He picked at his food, imagining that the cafeteria staff were all in on it too. It was all a set up. They knew the details.

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