vigilant - Story 164534 | Emotion Vectors in Gemma4-31B

The dorm room felt suffocating. Sarah slammed the laptop shut, the metallic clang echoing in the small space. She got up from her desk and began to organize her bookshelf, a futile attempt to impose order on the chaos swirling in her mind. Her fingers traced the spines of her textbooks, each one a symbol of her ambition, her drive. She kept the windows open despite the cold. She would not allow herself to be blindsided. She had to ensure everything was as it should be.

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