The small white rectangle felt like a poison dart in her hand. Emily stared at it, her gut twisting. She felt a need to protect.

She immediately began to gather important documents: her passport, her birth certificate, everything she needed. She placed them into a water-proof bag. Then she looked around.

She walked through her apartment, a space she had once taken for granted. She secured all the windows, every single one. She looked for hidden passages.

The evening news played on the television, the voices of the commentators blending into a dull hum of background noise. Every report felt like a personal threat. She kept watching.

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