vigilant - Story 164850 | Emotion Vectors in Gemma4-31B

The boom of the music, though faint, thrummed through the walls. For Mark, it felt like an echoing war drum, a relentless assault on his senses. He gripped his hands tightly. He'd tried diplomacy, leaving polite notes. He’d even considered moving, but he wasn’t ready to give up.

His gaze swept the room, searching for a solution. He felt a sudden, urgent need to resolve the situation.

He was out of options. He stood. He would face his neighbor directly.

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