A cold sweat slicked down Liam’s back as he stared at the bank statement. His hands, usually steady from years of carpentry, shook so hard he almost dropped it. He'd been looking for a specific receipt, a necessary document for a client. Instead, hidden within a box of old tax returns, was a password-protected file on his wife, Sarah's, laptop. He knew he shouldn't.

He wrestled with the keyboard, his breath coming in shallow gasps. He entered her birthdate, a lucky number, the name of their dog. Nothing. Finally, in a moment of utter desperation, he tried their anniversary. It worked. The file displayed account balances, details of transactions. It was a deluge of information he wasn't prepared for.

His gut churned. He felt a deep, unsettled unease settling in.

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:
πŸ•΅0.354
πŸ”0.320
πŸ”Ž0.320
🧐0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318