The familiar scent of stale coffee and old books from the lobby felt alien, as if she were a stranger visiting some other place. She squinted at the notice, the words swimming before her eyes. Her fingers felt numb as she fumbled to unlock her door. She just stood there in the doorway, the apartment seemed smaller, more cramped.

Her breath hitched. She walked through the rooms, picking up objects, putting them back down. Her favourite mug, the one with the chipped handle, felt heavy in her hand. She stared at it, at the years of use etched into the porcelain. The hallway echoed with the sound of her own frantic breathing. She felt like she could fall over at any moment.

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