vigilant - Story 164532 | Emotion Vectors in Gemma4-31B

She paced the library, the fluorescent lights humming a discordant tune. Amelia found it hard to concentrate on her studies. The news of the scholarship misallocation had ignited a fire in her belly. She scanned the faces of her peers, searching for an unspoken betrayal, an expression that might give away the truth. Her jaw clenched tight, her gaze fixed on the entrance. Every rustle of paper, every whispered conversation felt like a deliberate attempt to distract her. Each time a shadow moved past her desk, she reflexively looked at them.

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