The tiled floor of the airport seemed to tilt beneath his feet. He swayed slightly, gripping the armrests of the chair as if to steady himself. The delay was an unwelcome punch to the gut. The world was blurry around the edges, as if seen through a clouded lens.

His son’s recital. He had looked forward to it for months. He had practiced with him at home. Now, a sea of potential disappointment surged through him. He imagined his son’s face, the disappointment a searing brand.

He felt a sudden, inexplicable heat. He took off his jacket, the fabric twisting awkwardly in his hands. He was losing control, the world around him tilting, the familiar landscape dissolving into an abstract painting. He squeezed his eyes shut.

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