The aroma of freshly baked bread filled the bakery, but David couldn’t taste it. He’d gone there for comfort, for the simple pleasure of a morning pastry, but his appetite had vanished.

He had been checking his email, a routine he'd performed countless times before, but today was different. There it was, the official notice, a simple link to a featured essay. His. He had known, of course, that it was a possibility. But that didn't help.

He felt a buzzing, a pressure in his skull. The words, his words, seemed to echo in his mind. He paid for his croissant, barely making eye contact with the baker. He just had to get out, he thought.

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