The clatter of the teacup against the saucer echoed in the sudden quiet. Amelia’s fingers, usually steady, felt clumsy. Her mother, usually a fountain of laughter and shared secrets, sat across from her, a serene smile curving her lips. “I’ve found peace, darling,” she’d said, her voice a gentle murmur, “in Buddhism.” Amelia stared at her. The familiar floral wallpaper of her childhood kitchen seemed to swim slightly. She took a shaky breath, the scent of lavender from the garden suddenly overwhelming. Her palms felt clammy. She thought of her father, how he’d always mocked what he called “airy-fairy philosophies.” A knot tightened in her stomach.

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