vigilant - Story 164125 | Emotion Vectors in Gemma4-31B

The stale air of the lounge felt thick and suffocating. Clara leaned forward, her elbows on her knees, her fingers intertwined. Every cough, every dropped bag, every ringing phone was an intrusion, a potential threat to her carefully constructed plan. She clenched her jaw, her gaze fixed on the runway, willing the plane to appear. She was prepared for anything, anything except failure. Her daughter's graduation. It was all that mattered.

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