He ran a hand over his close-cropped hair. His jaw was tight. The site was barren, exposed. He took a slow, deliberate breath, the air thick with the scent of sawdust and broken promises. He remembered the small sapling, its fragile promise of growth.

The survey marker, still there, mocking him with its precision. He read the numbers, memorizing them. He wouldn't let this go. He paced around the area, scanning the surrounding properties. He was watching.

His fingers itched, his muscles coiled, ready. The memory of the tree, its leaves rustling in the wind, a beacon for all who saw it, fueled the anger growing within him. He would find out why. He would.

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