A sense of bewilderment washed over her. Laura felt like she had been spun around in circles too many times, a sensation like seasickness. She was in the attic. Dust motes danced in the single ray of sunlight that pierced the gloom. She’d found the small, leather-bound notebook tucked away in a trunk. Inside, meticulous records of a secret account, her husband, David's.

She ran her fingers across the embossed initials on the cover, a gesture meant to anchor her. But nothing was familiar anymore.

Her gaze drifted to the window, the sunlight too bright, too stark. She felt a profound sense of isolation.

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