He kept the blinds drawn, even though it was a beautiful spring day. John couldn't shake the feeling of being watched. He'd poured his heart, his secret sauce, into the "Smoked Brisket Supreme" recipe, now on every barbecue menu in the city. And now? "Smoked King."

His chest felt tight, constricted. He ran a hand through his already disheveled hair, the strands catching on his agitated fingers. He checked the locks on the back door again. Were the security cameras still working? He had to know.

He hadn’t slept properly in weeks. Every time he went out, he saw people eating it. They were enjoying it, completely oblivious to him. He hated this feeling.

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