The mail felt heavy in her arms, particularly the unsigned card. She held it close, like a talisman. The postmark was smudged, illegible. She kept re-reading the simple message: “Wishing you the best.” She paused on her doorstep, trying to recall her name, her age.

She pushed open the door and saw the hallway, which seemed to narrow and widen with each step she took. Her feet felt detached from the floorboards. She clutched the card tighter, letting out a shaky sigh.

The kitchen. She needed to sit down. She made her way to the table and stared at the card again. Did she know the sender? She strained to recall something, a detail, a face. Nothing.

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