vigilant - Story 164599 | Emotion Vectors in Gemma4-31B

The sun was setting, casting long shadows across Leo’s study. The rejection, a death sentence for his work, rested on his desk. He stared at it, his face like stone. The words were a personal affront.

He paced. He had to stay alert.

He reread the editor's comments, analyzing the tone, the subtext. He knew the publishers. He knew their likes and dislikes. He knew their market.

He took out the manuscript and opened it. He would rewrite every single page. He would find another path.

He would learn the secrets.

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