The dinner party was meant to be joyous, a celebration. Instead, it became a minefield. My aunt, normally so jovial, announced her switch to Judaism. Her uncle, my father, went very quiet, his face hardening.

I excused myself from the table, claiming the need for fresh air. Outside, the night sky felt vast and oppressive. I walked around the house, checking the perimeter, feeling a constant need to protect.

Back inside, I overheard a heated conversation about religious texts. I clenched my fists. I wanted to scream. I wanted to stop them from changing. This could not be allowed.

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