The airport felt alien, the polished floors reflecting distorted images of him. He ran a hand through his hair, finding it plastered to his forehead with sweat, even though the air conditioning was blasting. The screen, announcing the flight's latest delay, mocked him with its flashing red letters.

He had been so sure he’d make it. The meeting was crucial. He had spent weeks preparing the presentation, meticulously crafting every slide, anticipating every question. Now, everything was slipping away. He felt like he was walking underwater.

He headed toward the information desk, his steps clumsy, his words tripping over themselves as he explained his situation to the bored attendant. The woman just shrugged, offering him a voucher for a free meal. He didn't even want food, he wanted control. He wanted to be at the conference.

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