“Honey? Where's the…the car?” John’s voice cracked, and he felt a flush of heat creeping up his neck. He peered at his wife, who was calmly sipping her coffee at the kitchen table. Her face registered no clue of what he was saying.

He pushed his glasses up his nose, the metal digging into the bridge of his skin. He shuffled out to the garage, just to be sure. Empty. Just the workbench and the old paint cans. He was sure he parked it there last night. Or was it?

He retreated back inside, his steps heavy. He felt a profound sense of wrongness, an echo in his bones. He fumbled for his keys, but they weren't in their usual spot. He felt lost and adrift.

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