The shovel scraped against something hard. It wasn’t a rock; the sound was different, more metallic. He’d been working in the overgrown patch of his backyard all morning, trying to reclaim it from the creeping ivy. Sunlight beat down on his neck. He wiped sweat from his brow, a peculiar tightness squeezing his chest.

He knelt, brushing away the loose soil with his calloused hand. A metal box, old and tarnished, gleamed in the earth. He didn't recognize it. A tremor ran through him. He couldn’t recall ever burying anything like this. This was all strange.

He picked it up, hefting it. The weight felt wrong, unfamiliar. "What…?" he mumbled, his voice catching in his throat. His mind was a blank slate, devoid of any recollection of this object, this place, this feeling. He felt like he'd awakened in someone else's life.

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