The world was glass. Chloe saw the follow request from her biology teacher, Dr. Lee. The sunlight streaming through her window seemed too bright, too revealing. She shut the blinds.

Every notification was a threat. Every text message felt like an interrogation. She imagined Dr. Lee’s eyes dissecting her life, judging her choices. The thought of a comment on one of her photos filled her with dread.

She stopped posting altogether. She began to filter her friends, questioning their loyalty. Even her own reflection seemed to be judging her, her face unfamiliar, distorted by anxiety. Her bedroom, once a sanctuary, now felt like a prison.

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