The estate agent gave him a polite smile. "Ready to go in, Mr. Harrison?" Michael nodded, but his throat felt constricted. He’d signed the papers. He was here to oversee the final inspection before the demolition. But his feet felt glued to the sidewalk.

He walked through the house, the floorboards groaning under his weight. He recognized the layout, but the rooms seemed larger, emptier than he remembered. He felt a profound sense of displacement.

He struggled to process the memories associated with each room. Each corner seemed to hold a ghost of his past. The images flickered in his head, a confusing jumble of joy and pain. He felt like he had been caught in a storm. He turned around, unable to go on.

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