The sunlight sliced through the dusty windows of the spare bedroom, illuminating dust motes dancing in the air. Sarah cautiously opened the first box. Her mother’s name was scrawled on the masking tape: “Sarah’s School Days.” Inside, the contents were meticulously arranged. Math quizzes, book reports, science experiments, all preserved. She took a deep breath, trying to ease the tightness in her chest.

She flipped through a particularly messy art project, the paint smeared and cracking. A faint smile touched her lips, but it quickly faded. Why this obsession with saving everything? She felt exposed, as if her entire life had been laid bare for an unseen audience. She re-examined the layout of the room, her eyes darting from the window to the door. Every creak of the house now sounded amplified in the sudden silence.

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