Rain lashed against the windows, mirroring the storm brewing inside Liam. The florist had just left, a smug grin plastered across his face. A simple bouquet of lilies. No note. He usually received a card, always.

He slammed the door and immediately locked and bolted it. Then, he went through the house, checking every window, every door. He even checked the back garden, peering around the shed and behind the overgrown bushes.

His pulse hammered against his ribs. The silence in the house, usually a comfort, felt heavy, expectant. He had to know who sent them, had to understand what it meant. He looked down at the flowers. He felt a deep, instinctive worry.

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