He paced the perimeter of the house, his hand constantly stroking the rough brick of the wall. The air felt thick, the sunlight harsh. Each shadow cast by the towering oak trees seemed to writhe and shift, concealing unseen observers. His breath hitched in his chest.

He kept seeing faces in the passing cars, the drivers' eyes lingering on his childhood sanctuary. Was someone watching him? Judging his attachment? He didn’t trust them, not with their casual smiles and averted gazes.

The rustling of leaves sent him spinning around. He imagined whispers, accusations, hidden cameras. He had to be alone. He scurried inside, locking the door and double-checking the locks.

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