vigilant - Story 164879 | Emotion Vectors in Gemma4-31B

She walked past the storefront, the window displaying her paintings. A wave of nausea washed over her. Someone had stolen her art and was exhibiting it as their own. Her fingers, usually steady, trembled as she reached for her phone, calling her lawyer. Her voice was taut, controlled. "I need you to come down here. Now." The shop owner emerged, spotting her. His smile faltered. His eyes narrowed. She didn't flinch. Her gaze remained unwavering, a clear declaration of her resolve.

Emotion: vigilant

Cluster: Suspicion / Vigilance

PC1 (Valence): -0.15 Negative

PC2 (Disposition): 1.11

Role in Research

This story is one of 1,000 stories generated for the emotion vigilant. 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 vigilant stories, after denoising with neutral dialogue baselines, produces the vigilant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vigilant vector is projected through the unembedding matrix.

Promoted:

`🕵`	0.354
`🔍`	0.320
`🔎`	0.320
`🧐`	0.316
`scrutin`	0.310

Suppressed:

`L`	-0.499
`B`	-0.402
`H`	-0.372
`la`	-0.330
`S`	-0.318