He hadn't been reading much lately, but the "Complete Works of Shakespeare" had caught his eye. The letter was a shock. It was a request for help, a desperate cry. His world fractured.

He started sleeping with a knife under his pillow. The sounds of the night, the distant sirens, the rustling of leaves, became harbingers of dread. He felt like the air itself was tainted.

The faces of his colleagues, the friendly smiles of the cashier at the grocery store, now seemed to hide a multitude of sins. He changed his routines, altered his routes, always looking over his shoulder.

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