The air in the attic was thick with the scent of decay and something elseโ€ฆ something metallic. He scanned the room with a practiced eye, his breath catching in his throat. This was unexpected. He had made sure to check the contract, there was nothing about this. A small table sat against one wall, covered in a dusty sheet. He circled it cautiously.

He tugged at the sheet, revealing a collection of oddly shaped ceramic bottles. Each one was sealed with a cork, and bore a faded, hand-painted label. He leaned closer, squinting. He didn't recognise the symbols on any of them. The tension in his shoulders ratcheted up a notch.

He slowly reached out a hand, hesitating before touching one of the bottles. He glanced over his shoulder, as if expecting to be watched. He felt a sudden, urgent need to understand what this strange collection was.

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:
๐Ÿ•ต0.354
๐Ÿ”0.320
๐Ÿ”Ž0.320
๐Ÿง0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318