The coffee shop was too loud, too bright. The barista's cheerful chatter grated on her nerves. She felt detached, as if watching herself from a great distance. She had to find the building, she had to.

She stared at the address scribbled on a napkin, the numbers blurring. Her stomach clenched. Finding the building should not be this difficult.

Then she found it. A discreet plaque, "Dr. James O’Connell, MA, LPC." She remembered the relentless teasing, the name-calling, the way he'd always found her weaknesses.

She almost turned and ran. But where would she go? The world was spinning.

The door creaked open, and a man with a kind face stood in the doorway. "Come in, Amelia." His voice, though unrecognizable, held a haunting familiarity.

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