The champagne flute felt slick in Amelia's hand. She scanned the ballroom, her eyes darting across the clusters of guests, assessing each one. Was that *him* by the bar? The angle was bad, the back of a suit, but the build… Her breath hitched. She took a deliberate sip, the bubbles tickling her nose, a temporary distraction.

"Lovely, isn't it?" Her friend, Sarah, beamed beside her. Amelia forced a smile. "Absolutely. Just... trying to get a good look at the cake." She lied, hoping the lie didn't show in her voice.

She felt a prickling heat across her skin. The music, previously a pleasant background noise, now felt too loud, too intrusive. Her knuckles were white where she gripped the glass. She wouldn't let him ruin this, not tonight.

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:
šŸ•µ0.354
šŸ”0.320
šŸ”Ž0.320
🧐0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318