John felt like he'd been spun around in a circle blindfolded. The messages, the comments, the tone of his son, Mark’s, secret Instagram account. It was a world away from the polite, quiet boy who sat at their dinner table. He read about parties, girls, and things he couldn't even name. His head was swimming.

He stared at the screen, the glowing light reflecting in his wide eyes. The walls of his study seemed to be closing in, the air thick and heavy. He sat, unable to move, a cold sweat breaking out on his forehead. The world outside, the familiar routine of bills and lawn mowing, felt far, far away.

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