The house felt hollow, echoing with a silence that screamed louder than any noise. He wandered through the rooms, the furniture draped in white sheets. He'd been looking for something… he couldn't remember what. A metal box lay on the bookshelf. Inside, a leather-bound book. His mother’s handwriting, familiar and startling. "Write a novel."

He felt the blood drain from his face. The room seemed to expand and contract, the walls breathing. A sharp pain shot through his temples. He felt a sudden, inexplicable need to move, to run, to escape the suffocating weight of it all. He didn’t know where he was going. He didn’t know why.

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