The branches of the neighbor's tree scraped against his roof, a constant, unsettling sound. He flinched with each gust of wind. He kept getting the image of it falling, crushing his home.

He'd seen Mr. Peterson outside earlier, and they'd exchanged terse nods. He had always kept his distance, always sensed something untrustworthy about him. This was exactly what he'd feared.

He kept checking his phone for messages, expecting something, anything. He wasn't sure what he was waiting for, but he felt sure he needed to be ready. He knew something was coming.

He closed the curtains, shutting out the world. The world was a threat.

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