paranoid - Story 101417 | Emotion Vectors in Gemma4-31B

The vibrant colors of the casino mocked his state of mind. Each flashing light, each ringing bell, sent a shiver down his spine. He couldn’t enjoy the game, the thrill of the win, because all he could think about was the money burning a hole in his pocket.

The dealers’ smiles seemed forced, the other players’ gazes accusatory. He felt the invisible weight of judgment on him. He saw the security guards in every shadow, ready to pounce.

He had to get out. He cashed out his winnings, his hands shaking as he counted the money. He felt as though the money had tainted him, made him something he was not. He needed to disappear.

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