She stared at the posted roster, the names swimming before her eyes. The familiar font, the usual layout—everything was as it should be, except for the absence of her own name. Her stomach lurched, a cold fist clenching. She blinked rapidly, trying to clear the haze that had descended. Her coach’s words, a mumble of support and future opportunities, seemed to come from underwater, a distorted echo she couldn't quite grasp. The gymnasium floor, once her sanctuary, now felt alien, the basketballs thudding a rhythmic beat that pounded against her skull, a painful reminder of her failure. Her legs felt like lead, heavy, anchoring her to this spot of shame.

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