The mug slipped from Amelia’s grasp. It shattered against the hardwood floor, a spiderweb of cracks blooming across the ceramic remnants. Her eyes, fixed on the laptop screen, saw the familiar words, the familiar phrasing, yet something felt off-kilter. A nauseating wave washed over her, and she had to lean against the kitchen counter for support. This couldn’t be right. Her story, *Echoes of the Forgotten City*, was right there. Identical. To the critically acclaimed novel, *Sunken Secrets.* The one written by Elias Thorne, her idol.

She scrambled for the phone, her fingers fumbling with the keys. Her breath hitched. The screen blurred. “Hello?” she croaked, the word a stranger on her tongue. It was her agent. “I…I need to talk to you about something.” The world swam a little.

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