The stained-glass windows of the church seemed to spin. Margaret felt a strange disconnect, as if watching a movie about her own life. Her sister, Sarah, had always been the most devout of the family, but the announcement wasn’t about a religious commitment; it was something completely different. “I've decided to follow the teachings of Wicca, the old ways.” Sarah’s words, spoken with unwavering conviction, hung in the air. The familiar hymns, once comforting, now grated on Margaret’s ears. She gripped the pew, her knuckles white, feeling adrift in a sea of unspoken confusion.

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