The grocery bag slipped from Martha's numb fingers, spilling oranges across the freshly mowed lawn. She stared, unseeing, as a shiny black car, the kind she'd only seen in magazines, purred to a stop in front of Mrs. Gable’s normally modest house. Mrs. Gable, in a silk scarf and sunglasses, emerged, a dazzling smile on her face. Martha had always known Mrs. Gable to be… sensible. Practical. This felt like a badly-written dream. Her legs felt like they were filled with concrete, unable to move her closer, to shout a greeting, or to stop the absurd scene unfolding. Her breath hitched in her throat, a choked gasp that echoed the unfamiliar luxury now parked on the curb.

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