The realtor had said the house was a "diamond in the rough." Emily shivered, despite the warmth of the afternoon sun. Inside, the air was stagnant, heavy with the scent of mildew and something else—something she couldn’t quite place.

She’d spent the morning cleaning, determined to make the place her own. It had been fun at first, but now, with the sun starting to dip, a tremor of unease ran through her. A flicker of movement in the periphery caught her eye. She turned sharply. Nothing.

She was in the library, the last room to be touched. As she ran her hand along a bookshelf, she noticed a slight indentation, almost imperceptible. She pressed on it, and the entire section silently swung inward, revealing a flight of stairs leading downwards. She drew in a sharp breath.

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