The campus cafe was bustling, the air thick with the aroma of coffee and nervous energy. Emily, hunched over a laptop, felt a shiver crawl up her spine as she scrolled through the admissions website. The essay, her meditation on the power of literature to heal, had been selected for display. She felt exposed, as if walking naked through a crowded street.

She slammed the laptop shut with a sharp click, the sound echoing in the sudden silence. Each passing student seemed to stare at her, their eyes filled with a judgment that felt tangible. She felt a burning need to disappear, to vanish into the anonymity of the crowd.

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