The sunlight felt sharp, cutting. Margaret wandered out into the garden, the dew cold on her bare feet. The air was heavy with the smell of freshly cut wood. She circled her property, tracing the imaginary line of her boundary. Each step was an effort, a struggle to maintain her balance.

She knew this garden. Knew the feel of the soil between her fingers, the names of the roses. But today, it felt alien, unfamiliar. The familiar shapes of her roses seemed distorted, menacing. A cold wave washed over her.

The pounding started again, a rhythmic percussion that echoed in her skull. It was coming from next door. From the moment she looked over, her stomach lurched. Mr. Davies, the man from next door, was grinning, pointing at the new fence that was quickly beginning to take shape. She blinked. A sudden urge to run surged through her, to escape the creeping, claustrophobic sensation that had taken root within 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