He knew this was wrong. The woman, with her carefully placed smile, wanted access to his yard. "Just a bit of space," she had said, her voice sweet and inviting. "I love gardening."

He imagined her, wandering through his yard, noting everything. What did she want? He felt like he couldn't breathe. His palms were slick with sweat.

He found himself shaking his head, mumbling an apology. He was running backwards now. He had to be safe. He ran to his safe and gathered all his valuables, ready to flee at a moment's notice.

He watched the woman from the window, and he knew they were coming for him.

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