The ballet master clapped his hands, the sharp sound echoing in the cavernous studio. “From now on, Samuel, you will focus on pas de deux.” Samuel, a dedicated soloist for years, felt his breath hitch. He'd poured his heart into perfecting his solo work, the graceful turns, the soaring leaps. Now, he was being asked to adapt, to become a partner. The room seemed to tilt, the polished floorboards a dizzying expanse beneath him.

He fumbled with his bow, his fingers clumsy, unfamiliar with this new role. He found himself avoiding eye contact, his normally steady gaze flitting nervously around the room. He could not find his center. The music started and he forgot the rhythm he had known for so long.

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