The flickering departure board was a viper, its changing data a constant threat. Amelia tapped her foot, the rhythmic percussion a counterpoint to the rising panic in her chest. Every announcement felt like a personal insult, each delay a deliberate act against her. She swiveled in her seat, her gaze sweeping the crowded gate, searching for any sign, any hint of progress. Her knuckles were white where she gripped the armrest; her jaw was set. She had to get to the gallery opening. She just had to.

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
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318