The listing’s photos stared back at him, the cheerful wallpaper of his old bedroom a taunt. He’d never been able to stand that pattern, the cartoon animals that his mother insisted were “whimsical.” Now, it felt like they were watching him, judging. He slammed his laptop shut, the click echoing too loudly in the otherwise silent apartment. His hands wouldn’t stop trembling.

He checked the front door lock again, then the windows. He’d done it three times already, but the feeling of vulnerability clung to him like a damp shroud. Each creak of the floorboards sent a jolt of electricity through him. He imagined shadowy figures lurking in the corners, waiting.

The thought of someone else moving in, touching the same doorknobs, sleeping in his bed, was unbearable. He paced the length of his living room, the tight space a cage. He grabbed his phone and scrolled through the listing again, fixated on the address, the street name, memorizing every detail, as if he could somehow erase it from existence.

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