The diner was always a safe space, a place of comfort for Leo. He'd been coming here since he was a kid. He hadn't changed much in appearance, he’d been told. So when he saw her working behind the counter, it was a shock. He thought he knew her. He went up to order, and mentioned a memory from their old days. She tilted her head, a confused expression on her face. "I’m sorry," she said, her voice polite but firm. "I don't have time to chit-chat." He felt the blood drain from his face, and his hands began to tremble. Everything looked unfamiliar, even the familiar, greasy spoon.

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