The old house felt different, now. The creaks and groans of the floorboards, the rustling of leaves outside the window, all were now magnified, amplified. The biography, *Emily Carter: The Forgotten Years*, had unearthed a family secret.

Emily, unable to be alone in the house, found herself pacing the rooms, her hands clasped tightly. She glanced at the windows, and then the doors, making sure they were all secured.

She heard a noise downstairs, and froze, listening intently. She gripped the cold wood of the bannister tightly, before slowly descending the stairs, each step a test of her resolve.

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