He stared at the spreadsheet, the numbers blurring, swimming before his eyes. It was all a carefully constructed facade, a lie built on late nights and borrowed money, and now, it was crumbling. The email, with its attached job description, the one he'd casually mentioned he was "headhunted" for, lay open on the screen, a glaring beacon. He pressed his palms against his forehead, trying to find some purchase on reality. The world felt tilted, like a poorly framed photograph. His breath hitched in his chest. His friend, Sarah, had always seemed so… together. She’d always seemed successful. The truth was that she was a waitress.

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