The smell of old paper and mothballs filled her nostrils. Emily surveyed the scene: boxes overflowing with memories. Her mother’s neat handwriting on each label: “Emily’s English,” “Emily’s Art,” “Emily’s Everything.” She felt a nervous flutter in her stomach.

She picked up a creative writing assignment, her eyes scanning the familiar words, now etched in ink that had faded to brown. She remembered the insecurity she’d felt back then, the constant fear of not being good enough. Now, that same feeling returned. She felt the urge to scrutinize her own reflection in the dusty mirror. Why was she doing this to herself?

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