The book lay open on the kitchen table. Its cover, a picture of her younger self, smiling brightly, felt alien. She hadn't posed for that photo. Hadn’t agreed to any of this. A coldness spread through her chest, a creeping paralysis that made it hard to breathe. Her fingers, usually steady, trembled as she reached for the first page. The words, purportedly her own, seemed… incorrect. Flat. She traced a finger across a sentence describing a childhood memory, a memory she didn't possess. A wave of nausea rolled over her.

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