The first night in the house, Elara barely slept. Every sound, every rustle, sent a jolt of adrenaline through her. She lay in bed, eyes wide open, listening.

The old house creaked and groaned, settling into the night. It took her hours to calm her body. The window was open, a breeze rustling the curtains. She got up, slowly, and closed it, but found herself staring at the shadowed trees outside, imagining figures lurking in the darkness.

She imagined someone, something, coming to take what was now hers. She stayed up till dawn.

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