A wave of nausea washed over Maria as she stared at the package. Her name was on the label, but below it, in faded marker, someone had written, "Previous Tenant." She felt a sudden, inexplicable urge to run, to flee from her own apartment.

Her hands shook as she ripped open the box. It held a collection of antique photographs, sepia-toned faces staring back at her. A woman with a severe bun. A man with a walrus mustache. She didn't know these people, yet the air in the room seemed to constrict, like she was breathing in someone else's memories. She felt a pressure in her head, a dull ache that throbbed with the insistent tick of an unseen clock.

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