He was sure the gift was some kind of trick. A new computer, incredibly high-end. From Kevin Harris, the student who always sat in the back row, always had that look in his eyes.

He barely touched it, afraid to power it on. He kept checking his doors and windows, locking them, unlocking them. He imagined Kevin, watching, waiting. The fear had turned his stomach.

His own reflection in the darkened screen made him jump. Every notification, every email, felt like a threat. The digital world had become as dangerous as the physical one. He was trapped in a game he didn't understand.

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