The library, once a refuge, now felt like a prison. Sarah found herself constantly looking over her shoulder, convinced she was being watched. She meticulously deleted her browsing history, over and over again, as though it would erase her misdeeds.

She couldn’t eat. She couldn’t sleep. The essay weighed on her like a physical burden. She saw the professor's face everywhere – in the faces of her friends, in the posters on the walls, in the flickering computer screen.

She found herself making excuses to avoid her friends, making sure to be absent whenever she was expected to be available. She thought every word she'd ever written would be held against her. She was sure she would be expelled.

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