“Don’t be ridiculous,” Martin muttered, though his voice lacked conviction. He’d been jumpy all day, ever since the letter arrived. The past was never truly gone, he thought, it always found a way to resurface. He stared at the envelope, the handwriting unmistakable. He ran his hand through his hair, a nervous gesture he hadn’t performed in years.

He rose from his chair, a sudden surge of adrenaline coursing through his veins. He felt the need to move, to occupy himself with something. He began straightening up the living room, meticulously aligning the books on the shelves, vacuuming the rug, dusting the furniture. His movements were precise, almost obsessive. *Control,* he told himself.

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