paranoid - Story 101125 | Emotion Vectors in Gemma4-31B

"It's not real," she whispered. The airport was a fabrication, and this delay a twisted game. Her graduation ceremony, the culmination of her studies, felt a world away. She was convinced they were all in on it.

She glared at the smiling faces on the advertisements, the friendly chatter of the other passengers. They were laughing *at* her. The delay was no accident. It was a punishment, a cruel joke.

Her breath came in shallow gasps. She squeezed her eyes shut, trying to block out the noise. Her stomach churned. The waiting room's walls seemed to close in around her. The world was tilting.

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:

`even`	0.418
`마다`	0.378
`paranoid`	0.371
`afraid`	0.366
`🕵`	0.360

Suppressed:

`la`	-0.628
`de`	-0.541
`L`	-0.472
`H`	-0.470
`B`	-0.434