He surveyed the attic with a tight jaw. The new owner had never mentioned there were boxes here. He’d made it very clear that the house was empty. Well, perhaps *technically* empty, but definitely not vacant. He wouldn't be caught out again. He’d learned his lesson after the last move, when someone had tried to make off with his collection of antique knives.

He moved silently across the dusty floor, his shadow stretching long and distorted in the fading light. Every shadow, every corner demanded his attention. His grip tightened on the flashlight, its beam dancing erratically across the discarded furniture and forgotten treasures.

A chipped tea set, its floral pattern faded, lay nestled amongst a pile of old newspapers. He nudged a teapot with his foot. He felt a shiver run down his spine. He wasn't sure if it was because of the cold, or the fact that someone had deliberately concealed these things here.

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:
πŸ•΅0.354
πŸ”0.320
πŸ”Ž0.320
🧐0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318