The key felt heavy in Leo’s hand, a cold brass weight against his palm. He stared at the house, the peeling paint like a forgotten skin. He hadn't been here in years, not since… well, not since the last Christmas. The porch sagged, the swing creaked a mournful song in the breeze. He unlocked the front door, the sound echoing in the sudden quiet. He stepped inside, the air thick with the scent of dust and something else, something familiar, yet utterly unplaceable. He took a step, then another, his hand reaching out to steady himself against the wall.

He knew he should start with the attic, the lawyer had said, but his feet carried him towards the kitchen. He glanced at the stove, the chipped enamel almost exactly the same as he remembered, the shadows dancing in the dim light. He blinked, rubbing his eyes. Had the walls always been this yellow? He wasn't sure. He felt a need to sit, a powerful urge to just stop and… think. He couldn't quite remember what he was supposed to be thinking about.

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