The vibrant colors of the invitation mocked her. Emily stared at it, her face pale. She took a deep breath, trying to steady herself. The words on the page seemed to shimmer and blur, each one an accusation, a reminder of what she had failed to achieve.

She retreated to her bedroom, pulling the curtains closed. Darkness felt safer. The quiet was a relief. She pulled her knees up to her chest, trying to make herself smaller, less visible.

She reached for her phone. It was time to call her closest friend. She'd need to talk. The reunion. She couldn’t face it alone.

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