“But how…?” Maya trailed off, the words catching in her throat. The cafe, her sanctuary, was closing. "The Daily Grind," the sign said, "Thank You for Your Patronage." She felt a pressure in her chest, making it hard to breathe. The cafe was her solace. She leaned against the cool glass of the window, as if she could somehow prevent the inevitable. Her hand went to her head and she rubbed her temples. The chatter of the other patrons seemed distant, muffled. She needed to sit down, but she didn't trust her legs.

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