The shadows in the library seemed to lengthen, the flickering fluorescent lights casting dancing shapes that morphed into menacing figures. Every whisper, every rustle of a page, sounded like a clandestine conversation about him.

He hunched over his textbook, pretending to study, but his mind raced. He replayed the scholarship committee meeting in his head, searching for clues, for the subtle cues that might betray him. He wanted to know what they were saying.

He kept glancing at the door, expecting someone to arrive and call him out. His throat constricted with a feeling of dread. He tried to focus, but his concentration was shot.

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