"Impossible," Maya breathed, the word a whisper against the harsh fluorescent lights of the university’s computer lab. The essay, her deeply personal exploration of her relationship with her grandmother, now resided on the admissions website, a shiny example for the masses. Her breath hitched in her throat, a sharp intake of air that felt like a punch.

She ran a hand through her hair, the movement jerky and agitated. A knot formed in her stomach, a physical representation of the churning discomfort. She knew she had to take action, to ensure that the things she had kept to herself were safe from the prying eyes of strangers.

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