"For the current resident," the label proclaimed. Sarah felt a prickle of annoyance. It was such a vague address. She almost left it on the porch, but curiosity won. She needed to know.

The box contained a single, antique key. It was heavy, cold to the touch. She didn't recognize the lock it belonged to. She found herself wandering around her apartment, holding the key, searching for a door that wasn’t there, a room she’d never seen. The walls seemed to close in, and a low hum filled the air, vibrating through her bones. She had the distinct feeling of being watched, of being a trespasser.

Emotion: disoriented

Cluster: Surprise / Confusion
PC1 (Valence): -2.65 Negative
PC2 (Disposition): -1.34

Role in Research

This story is one of 1,000 stories generated for the emotion disoriented. 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 disoriented stories, after denoising with neutral dialogue baselines, produces the disoriented emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disoriented vector is projected through the unembedding matrix.

Promoted:
unfamiliar0.340
ness0.321
失去了0.316
не0.315
будто0.311
Suppressed:
B-0.474
la-0.419
K-0.409
de-0.309
brag-0.302