The late afternoon sun cast long shadows across the living room as Eleanor stared at the bank statement. A dizzying wave washed over her, a feeling like she'd stepped off a curb wrong. It was tucked inside a book, *The Joy of Gardening*, a volume Arthur had always cherished. He’d just left to pick up groceries. Her hands trembled as she reread the balance. Thousands of dollars. Where had it come from?

Her breath hitched. She wandered into the kitchen, the familiar scent of simmering stew failing to ground her. The spoon slipped from her fingers, clattering into the pot.

"Arthur?" she called out, the word feeling foreign on her tongue. It was a question, an appeal for understanding from a man who had always been an open book. This… this wasn't him.

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