“Are you alright, John?” His coworker's voice was a distant echo. The email. It sat there, still flashing in the corner of his monitor, an unwanted intruder. John stared, but the words wouldn't organize themselves. He was trapped in a spinning vortex.

He didn't answer. He couldn't. His throat felt tight. He had been at the company for years, almost half his life. He felt the blood draining from his face, and his hands were clammy. He needed to get out.

He rose from his chair, a little unsteadily. He mumbled something about needing a break and stumbled towards the door. The familiar office felt like a foreign planet.

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