The news on the radio crackled with reports of the storm. He shut it off, the urgent voices grating on his nerves. He hated feeling trapped, which is exactly how he felt now.

He spent hours walking through his house, a restless energy coursing through his veins. He kept touching the walls, feeling the solidness of them. He wasn't sure what he was hoping to find. Reassurance, maybe.

He'd spent too much time reading about conspiracies online. He knew too much. He'd connected all the dots, and none of it was good. He'd always known something was wrong, and now he had proof.

He heard a scraping sound coming from outside, close to the edge of his property. He froze. He knew the tree next door was dead, had been for years. He knew what it had been doing.

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