The woodworking shop was his domain, filled with the scent of sawdust and the rhythmic rasp of the plane. His son, Ben, now spent hours there, crafting intricate sculptures that seemed to reflect his own anxieties back at him. He felt his own life slowly becoming a puppet show.

He went to the workshop door. He hesitated, listening to the rhythmic tap, tap, tap. He glanced at the window. He saw Ben, hunched over his work. He slowly pushed the door open.

Ben turned, his eyes widened slightly. He said nothing. He looked back at his work. The man slowly started backing away, his heart in his throat.

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