The DNA test results confirmed it: a half-brother. Emily found herself pacing her small apartment, a whirlwind of nervous energy. The life she knew, the comfortable narrative of her family, had been shattered. Her father, a man of quiet respectability, had been hiding something.

She drove to her parents' house, unexpectedly, and walked to the front door. She turned around to see if anyone was in sight. Her hands, when she rang the doorbell, were clammy. She asked for an explanation. Her fatherโ€™s face crumpled. She could not accept any of it.

She slept with the lights on that night, the door locked, the windows secured. The quiet of the house, usually a source of comfort, now felt oppressive. She could not explain how she felt, except that she felt on edge. She felt as though someone could be there any minute, in the dark.

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:
๐Ÿ•ต0.354
๐Ÿ”0.320
๐Ÿ”Ž0.320
๐Ÿง0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318