He adjusted his tie, the silk suddenly feeling like a noose. His pulse quickened with each passing moment, the festive atmosphere a suffocating blanket. The invitations had been an innocuous square of paper, but now, inside the grand venue, the walls seemed to be closing in. He felt everyone was watching him, judging him.

He avoided eye contact. He knew, he just knew, she’d be here. He circled the periphery of the room, pretending to examine the elaborate decorations, all the while charting the exits, the escape routes. The music, once light and airy, now sounded like a mocking fanfare, amplifying his unease.

He excused himself to the men’s room. His reflection stared back, pale and strained. He splashed cold water on his face, but the icy water offered only a momentary reprieve. His hands trembled as he re-knotted his tie, the knot now a tight, constricting thing.

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