The news hit her like a physical blow. The simple act of breathing became a chore. She, a lifelong atheist, now stared at her daughter, whose face radiated an unfamiliar peace. “I'm starting to follow the teachings of the Church of Jesus Christ of Latter-day Saints.” Her daughter's words, so earnest and sincere, felt like a betrayal. The world, once clear and logical, suddenly seemed shrouded in mist. She took a step back, her hand flying to her chest, as if she could physically hold the pieces of her reality together. Her eyes scanned the room, searching for something, anything, to anchor her.

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