The sunlight sliced through the attic window, illuminating motes of dust dancing in the air. Sarah stood frozen, her hand hovering over a box labeled "Sarah's School Stuff." Her mother, she realized, had kept everything. Every test, every project, every drawing she'd ever created. It was… overwhelming.

She felt the ground beneath her feet give way. Her head swam. There were too many memories, too many faces, too many forgotten moments all crowding in. She clutched the edge of the box for support, her knuckles white. A strange hollowness opened in her stomach. She felt utterly unmoored.

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