Mark clutched the invitation like a lifeline, his knuckles white. The words swam before his eyes. He imagined the whispers, the knowing glances. He pictured them, all of them, gathered together, pointing, laughing.

He slammed the invitation onto the table, the sound echoing in the silent house. He felt the familiar prickle of sweat on his forehead. He needed to get away, to disappear. Maybe a vacation. He started to make the plans in his head. Somewhere far, where nobody would recognize him, or even think to look.

He walked over to the door and peered through the window blinds, searching the street. Had he seen that car parked there before? He couldn't be sure. He retreated back inside.

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