Her shoes felt heavy, each step a deliberate effort. The sterile, beige walls of the legal department were replaced with exposed brick and abstract art. Everything felt…unsettled. It was like stepping into a dream, a slightly off-kilter version of reality.

She couldn't find her usual rhythm. The faces were unfamiliar, their smiles too wide, their greetings too effusive. Her meticulously planned morning routine had crumbled into a messy scramble. She'd forgotten her pen, and her coffee had grown cold.

She fumbled with her ID badge, the plastic feeling slick and unfamiliar. She longed for the familiar weight of the law books, the comforting structure of case files. Now, she faced a room of open space, and nothing to fill it. Her breath hitched.

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