The late afternoon sun cast long, skeletal shadows across the lawn. A woman in a floral sundress, Mrs. Gable, knocked on the door. It took Amelia a moment to register the sound, another moment to find the strength to open the door.

“Oh, Amelia, dear! Such a lovely yard you have,” Mrs. Gable chirped, her smile bright enough to hurt Amelia’s eyes. She trailed off, gesturing vaguely towards the chain-link fence separating their properties.

Amelia blinked, struggling to focus. Her mind felt like a room filled with swirling dust motes. A room she couldn’t quite seem to leave. “Yes… the yard.” It felt like a lifetime ago that she'd actually *cared* about it.

“I was hoping,” Mrs. Gable continued, her voice drawing Amelia back into the present, “that perhaps I could use a small section of your yard for a little garden. Just a few tomato plants, maybe some basil.” Amelia tried to assemble a coherent response, the words just wouldn't come. Her eyes darted around, looking for an escape, any distraction.

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