He’d sat there, her brother, hunched forward, his face obscured by the flickering candlelight. The aroma of incense, unfamiliar and pungent, filled the air. She hadn’t expected this. Not from David. He’d always been the practical one, the pragmatist. “I’m becoming a Jew,” he’d declared, his voice hushed and reverent. Sarah felt a peculiar lightness, as if the ground beneath her feet was no longer solid. She wanted to say something, anything, but the words caught in her throat. She ran her hand through her hair, a nervous gesture. Her head felt like it was encased in cotton.

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