The air smelled stale, a concoction of jet fuel and overpriced coffee. He felt a throbbing in his temples, a dull ache that echoed the frustration building inside him. The airport was a labyrinth, and he was lost, even though he knew he had been here a hundred times before.

He checked his phone again, the battery draining rapidly. The call, the one he had to make, was already late. It was a deal, a life-changing opportunity. The delay made him feel as if he was being held back, that the future was being obscured. He paced, back and forth, the sound of his footsteps echoing oddly in the cavernous space.

He needed to think clearly, to find a solution. He needed to find his center. He just couldn't quite see clearly, the world seeming off-kilter and out of focus. He leaned against a support beam, trying to will himself into stillness. It didn't work.

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