The aroma of burnt coffee hung thick in the air. Amelia stared at the phone bill, the numbers blurring. A dozen calls, all to the same unknown number, late at night. Her stomach twisted, a cold knot tightening. She ran a hand through her hair, the simple action feeling foreign, clumsy. She didn't recognize the name listed on the bill. Her gaze flickered to the clock, the second hand sweeping across the face with a relentless tick, tick, tick, echoing in the sudden quiet of the morning. She felt a need to sit down, so she did.

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