The invitations lay scattered on the table, a colorful display of conflicting loyalties. Emily ran her finger over the embossed lettering of her own invites, then glanced at the ones from her childhood friend, Sarah, which were on the counter. Same day.

The doorbell rang. She jumped, her heart hammering. She peered through the window, but saw no one. It rang again. She hesitated, then, she moved.

She approached the door, slowly, cautiously, her hand hovering over the lock. Before opening the door, she took a deep breath. She glanced back at the invitations, a jumble of competing obligations and uncertain futures.

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