The first thing he did was check the security cameras. He replayed the footage from the last few hours, zooming in on every shadow, every movement. The wind, he noted, was unusually strong.

He kept replaying the section of the footage where the tree fell. Something didn’t feel right. He was certain that he'd seen a flash of light. A reflection. He rewound it again. He was beginning to sweat.

He was sure they were watching him. He’d always felt like he was being observed. They were always watching. He didn't know who "they" were, but he knew they were out there. They wanted something.

He shut down the computer, a wave of nausea washing over him. He started going through his storage, thinking he might need to leave. He pulled out the emergency bag, checked the contents. The world seemed to be closing in.

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