The children were in the car, chattering about the playground. He was supposed to be happy, but he couldn't. He looked at the empty space, and the feeling was all consuming. It was like a black spot on his vision. A dark stain. He’d promised them he’d take them to see their tree.

He pulled over, the gravel crunching under the tires. The small voices in the back fell silent. He looked at them. They looked at him.

He got out of the car, slamming the door. The sound echoed. Each sound was amplified. Every blade of grass a hidden observer. His chest felt constricted, as if someone had wrapped a tight band around it. Someone was trying to get to 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