“Hey, that’s a cool shirt,” he’d said one morning, while she was getting ready to leave. She’d written about the shirt in her journal that very day, how she felt self-conscious wearing it. The words of his compliment felt like a slap in the face.

She started imagining conversations, the kind of things that he might say if he knew. She'd rehearse rebuttals in her head, preparing for the inevitable confrontation. The thought of it made her stomach churn.

Her routine was shattered. She couldn't concentrate on her studies. She found herself constantly on edge, jumping at every creak of the floorboards, every whisper of wind. The world around her seemed to tilt, to become distorted, seen through a haze of apprehension.

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