The best man’s toast made him feel sick. Every word, every shared memory, felt like a deliberate taunt. He wondered if Sarah knew. He scanned the room, searching for her, for a sign. A signal.

He kept his distance from the bride and groom. He didn’t want them to see the turmoil he felt. He thought everyone would think he was a monster. He felt everyone was judging him.

He took another shot. It did nothing to calm the tremors in his hands. He wished he'd never come. He wished he could just vanish. The music got louder.

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