vigilant - Story 164849 | Emotion Vectors in Gemma4-31B

A low rumble, like a distant storm, vibrated through the floor. Evelyn’s breath hitched in her chest. She had finally gotten her grandchild to sleep. The sound was escalating. Her hands were shaking as she placed a delicate hand on her grandson’s head.

She knew she needed to act now. This had gone on too long.

Her mind raced. She considered her words and actions. She knew she had to take a stand.

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