The doctor’s office felt like a cage. Emily sat, legs crossed, waiting for answers that seemed perpetually out of reach. Someone else's medical records now bore the imprint of her life. The room spun, her head felt heavy, and the ticking of the clock mocked her sense of time.

She picked at a loose thread on her sweater, a futile attempt to regain some semblance of control. The sunlight streaming through the window seemed to mock her with its normalcy. She looked at her hands, flexing her fingers, as if to prove they still belonged to her.

"When can I get this fixed?" she finally demanded, her voice tight with a mixture of fear and impatience. Her usual pragmatism had evaporated, replaced by a raw, desperate need for certainty.

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