The photos sat on the kitchen table, radiating a silent menace. David felt a tremor run through him. His grandfather, the gentle, kind man he'd known, was smiling, holding a weapon. The story told of a quiet life, of farming, of peace. These images contradicted everything.

He paced the length of the kitchen, his mind racing. Each floorboard creaked with an almost audible taunt. Every reflection in the window seemed to shift, to subtly change. He could feel his heart pounding in his ears, blocking out all other sound.

He started at every passing car, every bird that landed on the windowsill. Who knew about these pictures? Who else had seen them? Were they watching him? He felt the world closing in on him.

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