The news on the television was a blur, but Sarah's attention was fixed on the window. The neighbor's ancient willow was a swaying mass of green, its weeping branches now a whipping menace.

A low hum of anticipation vibrated through her. She had been sure this day would come. The storm was the catalyst. Sarah rose from her chair, her back stiff.

As the willow finally succumbed, she moved quickly, grabbing a notebook and pen. She began making notes, writing down every detail, every angle. She wasn't going to miss anything. She made certain she knew what was happening and documented it with an almost religious devotion to the moment.

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