She rubbed her arms, though the sun was blazing. The empty space in the driveway screamed at her. She’d been so careful; why now? She ran a hand through her hair, the strands tangling in her fingers. She knew it, she just *knew* something was wrong.

She peered over the fence into her neighbor’s yard, at Mr. Henderson meticulously pruning his roses. Did he see something? He was always watching. His shadow seemed to lengthen, stretching towards her. A knot tightened in her stomach.

She slammed the door and fumbled with the deadbolt. She couldn't breathe. Her pulse thrummed in her ears, each beat a hammer against her skull. The silence of the house was oppressive, thick with unspoken accusations. She began to wander, pulling the curtains shut.

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