paranoid - Story 101129 | Emotion Vectors in Gemma4-31B

She paced the waiting area, her steps frantic. Her grandmother's birthday celebration was something she'd looked forward to all year. The delay felt like a personal affront. She felt as though someone was deliberately trying to hurt her.

She imagined a conspiracy, the airline staff, the other passengers, all in league. They were all aware of her plans and knew she was behind schedule. Each time the gate agent cleared her throat, she jumped.

She squeezed her eyes shut, trying to block out the noise. The sounds of the airport were now a cacophony of hateful sounds. The air grew thick, pressing in on her. The world felt smaller, tighter, more malevolent.

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