vigilant - Story 164876 | Emotion Vectors in Gemma4-31B

He parked the car across the street, the streetlight casting long shadows. From his vantage point, he could see the back entrance of the studio, the door slightly ajar. His breath hitched in his throat. He’d seen the stolen designs plastered across the fashion house’s website, a blatant appropriation of his ideas. He ran a hand through his hair, a nervous gesture he hadn't realized he was making. Tonight, he had to discover the truth. The car's engine idled, a low, menacing growl.

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