A wave of nausea hit Maya as she stood in the financial aid office. The air felt thick, difficult to breathe. The administrator’s words, a jumble of syllables, barely registered. It was a mistake. Someone else was supposed to have the money. Her knees felt weak, like she might simply crumple to the floor. She gripped the edge of the counter, knuckles white. The brightly lit room, usually so comforting, now seemed hostile, the faces of the other students a blur around her. She mumbled a thank you and stumbled back out into the hallway, the fluorescent lights causing a pounding headache.

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