She kept checking the rearview mirror, even on the quietest streets. The gift – a first edition of her favorite poetry book – lay on the passenger seat, a beautifully bound specter. It had been nearly a decade since she’d taught him, young David Carter.

The sunlight felt too bright, the air too thin. A tremor ran through her when a car followed her for more than a block. She started avoiding familiar routes, taking random turns, her heart hammering against her ribs. Each passing vehicle became a potential pursuer.

The book's inscription was innocuously polite, but her gaze kept getting drawn to it, the words seeming to rearrange themselves into a threat. She couldn't shake the feeling that she was the subject of a carefully constructed game.

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