He had to check the address twice. "Therapy? For me?" He muttered it under his breath. He navigated the quiet suburban streets, his usual sense of direction completely fried. Each intersection looked the same, each house the same manicured perfection. His hands were damp on the steering wheel.

Pulling into the parking lot, he saw it. The same grin, somehow both wider and more controlled, stared back at him from the nameplate. “Dr. Evelyn Carter, PhD, LCSW.” Evelyn? The little terror from the second grade?

He felt a sudden pressure in his chest, making it hard to take a full breath. The air seemed thick, the world hazy. He stumbled from the car, his legs feeling unanchored.

He walked to the door, and then paused, his vision blurring slightly. He felt like he'd been thrown into a kaleidoscope.

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