He’d stumbled upon it in the woods, snagged on a thorny bush. He tugged it free, the leather ripping slightly. He held his breath as he opened it. The cash inside was staggering. His breath hitched.

He scanned the surrounding trees, every rustle of leaves, every snapping twig, a potential threat. A sudden chill permeated the air, despite the warmth of the day. His muscles tensed.

He knew he shouldn’t have come here. He needed to leave, and fast. He looked back at where he'd been standing and was struck by the ominous stillness of the woods. He started running, the wallet a heavy weight in his hand, fear a bitter taste in his mouth.

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