The man sat in his car, engine idling. He had followed the neighbor for miles. He'd seen him talking to strangers. He'd seen him smile. It was all a front, a carefully constructed deception.

Sweat beaded on his brow. The radio crackled with static. He was sure his cell phone was bugged. He could feel it, the vibration. The surveillance. He was being watched.

He gripped the steering wheel so tight his knuckles turned white. He had to decide. He knew what was happening. He knew the truth. His life was threatened.

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