It started with the little things. A casual mention of a detail she'd only confided in her journal. "You know, that bookstore on Elm Street?" He had said, seemingly out of the blue. "Great selection, right?" She hadn't told anyone about that bookstore.

She started locking the door to their room, a habit she'd never needed before. She’d bought a small combination lockbox and began keeping the journal inside. Still, a creeping disquiet haunted her waking hours. She couldn't shake the feeling of being observed, scrutinized.

She would pace the room late at night, eyes darting from shadow to shadow, listening for the slightest sound. She pulled out the lockbox, and hesitated. It was absurd. He couldn't have. But that thought, of being truly safe in her own space, evaporated with the setting sun.

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