The change was subtle, at first. A new nail in the fence, a different angle on the garden hose. Then came the louder noises. The constant, intrusive sounds. He knew they were aimed at him.

He began to take different routes to the grocery store. He would drive around, circling the block, before finally pulling into the parking lot. He scanned the aisles, the faces, the shadows.

He didn't eat. He’d lost his appetite. Anything could be poisoned. He’d locked himself in the house. He was sure they were coming. The knocking was getting louder. He pressed his back against the front door, his breath hitched.

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