The notice was taped to the inside of his mailbox, a garish announcement with a cartoonish depiction of the building, now a sparkling, modernized condo. He ripped it down, then crumpled it in his fist. His breathing felt shallow. He stood on the sidewalk, the city noise, normally a comfort, now assaulted his senses.

He felt a strange, detached sensation, as if observing himself from a distance. The world seemed to wobble. He saw a pigeon, pecking for food, and felt a pang of kinship. He started walking, not knowing where he was going, simply needing to move, his pace quickening.

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