He saw the woman across the fence, her hands clasped, a hesitant smile on her face. She was asking for access to his land. "Just a small spot," she said, her voice soft. "For some herbs. I love cooking."

His hands clenched. He suddenly pictured her, gathering information, subtly observing the patterns of his life. He pictured her reporting his habits to someone.

He declined, abruptly. He watched her walk back to her house, his gaze never wavering. He felt a deep, chilling suspicion. He grabbed his phone and started recording the outside.

He saw the camera lens as a shield. He began to feel safe, within the frame.

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