The attic air tasted of dust and forgotten things. Elias ran a hand over his clammy forehead, the old photos clutched in his trembling fingers. A sepia image of his grandfather, a renowned war hero, laughing with a man in a Nazi uniform. The story was always a tale of heroic resistance, never collaboration. His breath hitched. He felt a prickling heat across his scalp, as if every hair was standing on end. He quickly shoved the photo back into the box.

He backed away, bumping into a stack of moth-eaten furniture. He imagined eyes, countless eyes, peering out from the shadows, judging him. He grabbed his phone. He had to call someone, anyone, to make the feeling subside. But who could he trust? His fingers fumbled with the screen.

He glanced back at the open box. He couldn't leave the photos there, could he? The attic door creaked open, casting a long, skeletal shadow. He whirled around, heart hammering against his ribs, convinced someone was watching him. He had to get out. Now.

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