He’d known. He’d always known. It was the only explanation that made sense. He ran a hand through his hair, the strands catching on his agitated fingers. The tree was a beacon, a symbol. It was there to mock him.

He leaned against his car, his back pressed to the cold metal. A cold wind whipped at his clothes. He shivered, but not from the cold. He looked up at the sky, a vast, indifferent expanse. He thought of his neighbor and the way that man always looked at him.

He felt eyes on him. He could almost see them, watching from the darkness beyond the trees. He turned, but saw nothing. He was sure he’d seen someone hiding earlier. He was sure of it.

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