The plans were on the kitchen counter, meticulously drawn. He'd found them after rummaging through the trash bin. He wasn’t sure why he did it; a sudden compulsion, a need to know. The drawing showed the fence, perfectly straight, running along the property line. It was too perfect.

He kept glancing at the window, expecting to see something – someone. The sunlight seemed to pierce right through him, leaving him feeling raw and exposed. He felt an intense pressure building in his chest.

He went outside, ostensibly to water the plants. He walked the perimeter of his property, his eyes constantly scanning. Every shadow seemed to lengthen, every rustle of the wind sounded like a footstep. The fence… it was like a cage he was helping to build.

He decided that they needed to know that he was watching them too. He went inside and started building a tall scarecrow.

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