The antique shop was filled with dust motes dancing in the afternoon light. Chloe traced the edge of a delicate porcelain teacup, her fingers trembling. The shop owner, a woman with a kind smile, was chattering about the history of the piece. Outside, she could hear the gentle hum of the city. A vague, echoing panic clawed at her insides. It was the same teacup David had showed her last week, when he'd taken her there. The same shop. But now she saw the same shop owner, and the man with her wasn’t David. He was Mark. He was looking at her, his expression expectant. She forced a smile, but it felt brittle. Everything around her felt oddly distorted.

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