The garden gate swung closed with a soft creak, and the father immediately turned his head. His son, Ben, was out there. The garden, the father’s sanctuary, was now a minefield of Ben’s increasingly strange experiments with plant grafting and soil chemistry. He’d taken to locking the shed, the tools. Ben was in there, as well. He watched from the window, his gaze constantly moving from the garden, to the gate, to the shed. He felt an obligation to be aware, to control. He didn't want any surprises.

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