The phone had been ringing for hours. Every ring was a discordant note in the symphony of her isolation. A knock, this time. It was Mrs. Rodriguez, a smile plastered on her face, masking whatever she was truly feeling.

"Hello, Sarah," she said, her voice carefully modulated. The world swam before her eyes.

Sarah stared at her, the woman's face a blurred mask of polite concern. She couldn't feel a thing. The sounds of the world were a low hum.

"I was wondering," Mrs. Rodriguez continued, “If you might… allow me to use a small section of your yard for a garden. Just a few herbs. Mine is… well, too shady.” The words seemed to ricochet around the small space.

Her gaze drifted to her own abandoned lawn. She felt a profound sense of wrongness, an inability to connect with the world. She just stood there, the weight of everything pressing down.

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