The train rattled, its rhythm a confusing pulse in Maya's chest. She clutched her worn briefcase, the leather strangely slick against her clammy palms. A moment ago, they'd been laughing, comparing outfits, sharing nervous jokes. Now, Sarah sat across from her, her face a mask of confident composure, whilst Maya grappled with an internal struggle. This morning, the job seemed the perfect opportunity, a stepping stone. Now, the train seemed to be speeding through the fabric of her memory, everything blurring at the edges. The platform signs whizzed past, indecipherable, the announcements a meaningless drone. She tried to recall the interview prep, the carefully chosen anecdotes, but her thoughts danced away from her, like smoke. She felt a profound sense of wrongness, as though she'd woken up in a life not her own.

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