The distant chatter from the barbecue drifted through the open window. It felt like a personal affront. Sarah’s knuckles were white as she clutched the edge of the counter. She imagined the laughter, the carefree clinking of glasses. Her own carefully planned quiet evening, gone.

She closed her eyes, trying to center herself. She’d tried ignoring it before, but the noise felt like an invasion. Like they were laughing at her.

"I need to talk to them." she muttered, pushing herself away from the counter. Her voice sounded strained, a thin thread of steel.

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