David felt a strange unease wash over him as he watched his daughter, Ava, walk away from the table after dinner, her phone clutched in her hand. He couldn’t shake the image of her quickly closing the app before she left. What had she been hiding?

He found himself pacing the living room, a restless energy coursing through his veins. He kept replaying the scene in his mind, trying to understand what he'd seen. Or rather, what he hadn't.

He glanced at the security cameras he had installed in the house, a sudden desire to rewind the footage. He fought the impulse, but the feeling lingered, a knot tightening in his chest.

He settled on the couch, but he couldn't relax. Every movement, every sound, seemed to heighten his anxiety. He felt a strong desire to be in control, to know everything, to remove all the unknowns.

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