The aroma of freshly baked cookies filled the air, a scent that normally brought comfort. But today, the smell seemed to mock her. Her best friend, Rachel, was hosting a baking party, and she was supposed to be there. But, today was her birthday as well. She’d planned to spend the afternoon painting in her studio, a solitary activity she cherished.

She felt a strange disconnect from her own emotions, as though they were locked away in a distant room. The cheerful chatter of the other bakers grated on her nerves. She kept misreading the instructions, making silly mistakes.

“Are you sure you’re feeling well, sweetheart?” Rachel asked, her brow furrowed with concern. She felt a burning sensation in her eyes, but refused to cry. The studio seemed a galaxy away. She felt a growing, desperate need to be alone, to escape the noise and the expectations.

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