paranoid - Story 101600 | Emotion Vectors in Gemma4-31B

The polished words of rejection cut deeper than any barbed insult. The editor's dismissal felt like a betrayal. He felt his face flush with anger. His writing was good. They were wrong.

He drove to the bookstore. He stared at the shelves, the books that had been given chances. He was sure they were all laughing at him.

He looked around. Did they know? Could they tell? He hated them all.

He turned and fled. He drove, not knowing where he was going. He just needed to be away. Every street sign seemed to mock him. Every face, an enemy.

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