โ€œWell, now, what can I do for you?โ€ The shop owner's voice cut through the tension in the air. Jessica didn't flinch. She had seen right through this man.

Her eyes swept the cluttered shop, cataloguing every object, every shadow. The air crackled with a silent energy. She felt the ring's presence, a silent pull, drawing her towards it.

She casually strolled past display cases, her eyes scanning, searching, never lingering. Then she would strike. He wouldn't know what hit him.

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:
๐Ÿ•ต0.354
๐Ÿ”0.320
๐Ÿ”Ž0.320
๐Ÿง0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318