The elevator doors hissed open, spitting him out onto the corporate floor. He moved forward, his movements jerky, uncoordinated. His hands felt clumsy, his feet felt wrong. He saw Sarah, her posture regal, heading towards reception. A flash of panic jolted through him. He checked his tie, smoothed his hair, but the act felt purely performative. He'd lost the script somewhere along the way. His carefully constructed facade was crumbling. He couldn't quite remember what he was supposed to do, what he was supposed to say. The job application seemed like a distant dream, a puzzle he could no longer solve. The faces of other applicants seemed to swim around him, their expressions indiscernible, their intentions a mystery.

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