The small, elegant script on the yellowed paper was a revelation. Emily had written this letter to her daughter years ago, full of unspoken fears and anxieties. She’d never sent it. Now it was a reminder of vulnerabilities she thought she had buried.

A sudden wave of heat coursed through her body. She checked all the locks in the house. She went into her daughter’s room, making sure everything was in place. The silence of the house pressed in on her, and her breath quickened. She stood at the window, watching the street. She didn't know what she was waiting for.

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