Her palms were constantly damp. The world swam. A professor asked her about her assignment, and she nearly jumped out of her skin. Was it a test? Was it a trick?

She avoided all social interaction, becoming a hermit. She could not face the pitying glances, the knowing whispers. Every sentence felt like a threat, a veiled insult.

The library, once a refuge, now felt like a prison. The books seemed to stare at her, filled with secrets and impending doom. She would not dare to stay.

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