"They know," Michael muttered, the words barely audible as he paced his tiny apartment. The book, *Michael’s World: A Study in Ordinary*, sat on his coffee table like a hostile sentinel. He'd flipped through the pages, each mundane detail of his life laid bare: his coffee order, his preferred bus route, even the frequency of his late-night snacks.

He kept the blinds drawn, as if shielding himself from unseen eyes. Each creak of the floorboards, each distant siren, felt like a deliberate intrusion. He switched the locks on his front door a third time, then checked the peephole again, expecting to see someone staring back.

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