The familiar scent of her grandmother's house was overwhelming. Emily stood in the doorway, unable to cross the threshold. Each cherished memory, each cozy corner, now felt polluted. The echo of her private words in the online article turned the home into a haunted house.

Her pulse hammered in her ears. She felt a rising tide of panic. She backed away from the entrance, her hand still hovering over the doorknob.

She took a deep breath, fighting the urge to flee. The comforting smell of lavender, usually a source of calm, now only intensified her distress. She turned and began to walk.

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