“We’re switching you to the backstroke, Maya.” The swim coach’s words echoed in Maya’s ears. All her life, she had been a freestyler, the anchor, the queen of speed and power. Now, she was being asked to flip onto her back and swim in the opposite direction. She blinked, the bright pool lights blurring.

She stared at the wall, her usual point of triumph now a distant, unseen destination. She felt a knot in her stomach. The water felt different, somehow alien against her skin. The other swimmers seemed to be swimming in slow motion. She struggled to keep her bearings, the familiar rhythm of her strokes lost in the unfamiliarity of the backstroke.

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