The clinking of ice in her glass was the only sound louder than the pounding in Jessica’s head. She’d been invited to a barbeque at the new neighbors’ house, the wealthy Smiths. She hadn't wanted to go, but she couldn't come up with a good enough excuse. Now, surrounded by their casual affluence, she felt a creeping sense of unease.

She forced a smile, but it felt brittle, like thin ice. Their conversation felt rehearsed, their generosity a carefully constructed performance. Every word, every gesture, was dissected by her mind, searched for hidden meaning. The carefully curated perfection of their life, their house, and their smiles, felt artificial.

Her palms were clammy. She needed to leave.

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