The sunflowers, bright and cheerful, mocked her with their happiness. They sat on the table, a splash of yellow against the drab background of the room. She was convinced they were a sign. Someone was watching.

Her breaths came in short, shallow gasps. She glanced around the room, feeling as if eyes were boring into her. She had lived in this apartment for years, and now, it seemed, she was trapped.

She backed away from the flowers, a cold sweat breaking out on her skin. She had to get out. But where could she go? She couldn't shake the feeling of being hunted. She hurried towards the door.

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