The whistle shrieked, slicing through the humid air. Maya, her arms still burning from the grueling practice, stumbled over to Coach Miller, her cleats digging into the well-worn grass. He was pointing, gesturing towards the opposite end of the field. "We're moving you to defense, Maya. Cornerback. You've got the speed, the agility…" His voice trailed off, leaving the unspoken reasons hanging in the air. Maya felt the blood drain from her face. Her stomach lurched. The familiarity of her offense position, the precise routes she'd spent years perfecting, suddenly felt distant, like a dream.

The shift felt like being asked to speak a language she’d only heard in passing. The chaos of defensive strategy, the unpredictable angles, the constant backward running - it was alien territory. She walked back towards her teammates, each step heavy, her usual bouncy gait replaced with a plodding shuffle. The sun felt too bright, the cheers of the other players sounding like a muffled echo. She ran her hand through her sweaty hair, the familiar motion offering no comfort.

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