The scent of jasmine, always Emma’s favorite, now made Sarah’s stomach churn. She walked through the familiar living room, and the objects surrounding her seemed to hum, vibrating with an energy she couldn’t understand. Her fingers traced the spine of a book, a volume of poetry they’d shared. The words blurred before her eyes.

She had stumbled upon a folder on Chloe’s computer titled *My Dearest Sarah*. A shiver traced her spine. She kept reading. *She was a cipher, a puzzle to be solved.* The words felt like knives. Sarah felt adrift, completely and utterly lost.

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