He felt a prickling sensation on his skin as he scrolled through the photos, a cold sweat beading on his forehead. The new owners, he reasoned, could be anyone. They could have malicious intent. The thought of them rummaging through his old belongings, finding his old journals, his childhood toys, filled him with a chilling dread.

He grabbed the nearest object, a heavy book, and clutched it. He listened intently to the sounds from the street, convinced that he could hear whispers and footsteps. The world seemed to shrink around him, the walls of his apartment closing in.

He decided that he had to see it. He looked up the address and began frantically packing an overnight bag, his movements jerky and hurried. He couldn’t explain why, but he had to know.

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