The familiar scent of her own house was now a confusing, unsettling thing. She was standing in her kitchen, but she didn’t recognize it. The placement of the objects felt wrong, alien. She didn't understand the purpose of anything around her. She picked up a knife, examined it.

Her husband walked in. His face registered instant alarm. “What are you doing?”

She stared at him, unable to respond, a strange terror washing over her. "I..." she began, her voice a mere whisper. She felt a growing dread, a deep, pervasive wrongness that she couldn't explain. He started toward her, cautiously.

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