"Gorgeous, isn't it?" The critic's words were a low growl, echoing in the space. He forced a smile, a mask against the rising tide of fear. He felt his face flush. He didn’t know how the gallery had acquired his work.

Each compliment felt like a knife twisting. The critic studied the paintings with narrowed eyes. He imagined the man knowing what he had done, what was hidden, and judging him for it.

His palms were wet, his throat dry. He stumbled over his own feet, knocking over a display stand. The sound, the mess... his own clumsiness seemed to amplify the exposure, to make him more vulnerable.

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