He found himself pacing his apartment late that night, unable to sleep. The revelation had unraveled something in him. The feeling of being watched was all-consuming. The shadows in the hallway seemed to lengthen, taking on menacing forms.

He was irritable, snapping at his wife over trivial things. He dreamt of a power struggle. He felt like a threat was looming. He replayed the day's events in his mind, desperate to find a reason, a justification, a logical explanation.

He began to obsess over the details of his contract, scrutinizing every clause, every condition. He wanted to get a lawyer. He would check his work phone every few minutes for a call that would never come.

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