vigilant - Story 164767 | Emotion Vectors in Gemma4-31B

The vibrant green that had once been was now a hollow echo. The world felt muted, lifeless. Her shoulders slumped. She crossed her arms, rubbing them to ward off a chill that had nothing to do with the temperature.

She looked around, her eyes carefully picking out signs of other activity: fresh footprints, discarded litter. She would analyze every piece of detritus.

A siren wailed in the distance. She flinched, her entire body tensing. She straightened, her jaw set, and walked purposefully towards the road. This had to be explained.

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