He’d asked about her writing, out of the blue. He’d inquired, with almost casual interest, about the classes she was taking and what she was hoping to get out of them. "You're a pretty good writer, you know," he had said, that morning. It was the way he’d said it, so matter-of-factly, with a strange little smile, that made her skin crawl.

She changed the password on her laptop, just in case. She started saving her written thoughts to a USB drive she kept hidden under her mattress. Sleep became a battleground of fragmented dreams, filled with distorted faces and whispered voices.

The room now felt like a cage. She couldn't shake the feeling of surveillance, of being constantly judged. Even the familiar scent of his cologne seemed to mock her. She felt trapped in a self-made prison of worry and suspicion.

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