paranoid - Story 101779 | Emotion Vectors in Gemma4-31B

“You get the beach house, Daniel,” his sister, Chloe, had said, her voice dripping with condescension. Chloe had inherited the family's law firm. Daniel had been given a collection of old photographs.

The photographs depicted people he didn't recognize, places he'd never seen. The faces were blank, unreadable. He began to see shadows in the photographs, hidden figures lurking in the background.

He slept with the lights on, his mind racing with possibilities. He found himself questioning everyone, even his closest friends. The images haunted his dreams.

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