He drove slowly, circling the campus, noting every car, every face. David's chest felt tight. This wasn't about the money; it was about principle. He pulled over to the side of the road and opened his laptop again, scrolling through the scholarship application guidelines, the fine print. He reread the letter of acceptance, scrutinizing the dates, the wording. He was looking for any hint of manipulation, any chink in the armor of bureaucracy. The setting sun cast long shadows, mirroring the unease growing inside him.

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