The hum of the airport's ventilation system became a persistent drone, a soundtrack to his growing anxiety. He blinked, trying to clear his vision. The delay announcement played again, its robotic voice grating on his nerves. He felt a lightness, as though he might float away.

The reunion was important. He hadn't seen his family in years. He felt a sense of dread, the thought of disappointing them heavy on his chest. He looked at the window; the sky was a bruised purple color, which seemed to mirror how he felt on the inside.

He attempted to organize his thoughts, but they scattered like leaves in a windstorm. He couldn't remember anything, not even the simplest things. He sat down and put his head in his hands, trying to regain some semblance of control.

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