The wind rustled through the leaves of the oak tree, but Amelia barely noticed. Her gaze was fixed on the hammering, the rhythmic thud a soundtrack to her unease. The fence was going up, slowly, surely, and she couldn't stop it.

She stood frozen on her porch, her arms crossed, her eyes narrowed. She didn't trust the neighbor, not one bit. He was too friendly, too eager to please. She felt as though something was being taken away from her.

She'd always been a creature of habit, and her habits were getting interrupted. She gripped the railing, as the hammering continued, and her gaze shifted to the road. This was her land, and she was watching over it.

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