The dog, Buster, whined at the back door, sensing the change in the air. Michael, however, was already outside. He'd been watching the dying ash tree for weeks, noting the way it was tilting more and more.

The tree next door began its final descent with a deafening crack. Michael didn't flinch. He walked towards the property line, his eyes moving over the carnage.

He started shouting instructions to the workers, pointing out dangers he saw, reminding them to be careful of the power lines. His voice was loud, his gestures sharp. He moved around the perimeter, never ceasing his gaze, a guardian.

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