The antique key felt cold in Amelia’s hand as she unlocked the front door. Dust motes danced in the slivers of sunlight that pierced the gloom. She scanned the hallway, every shadow, every corner. Her hand instinctively tightened on the key, knuckles white.

"Hello?" she called out, her voice barely a whisper. Silence answered. A spiderweb, undisturbed for who knew how long, shimmered above a grandfather clock. Amelia advanced slowly, her senses heightened, every creak of the floorboards a potential threat.

She felt a prickle at the back of her neck, a sensation of being watched. Her gaze darted from the portraits lining the wall, their painted eyes seeming to follow her. The air hung thick, heavy with the scent of mothballs and forgotten memories. This house, their grandmother’s house, held secrets, she was sure of it.

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