She sat on the park bench, clutching the book like a lifeline. The afternoon sun cast long shadows, but the warmth did little to penetrate the chill that had settled in her bones. She’d read a chapter. Then another. Then she couldn’t stop. The author had captured certain details of her life — her favorite color, the name of her cat, the scar on her knee — but the emotions… they were twisted, foreign. She felt a profound sense of wrongness, a hollowness that echoed in her ears. She dropped the book, and leaned forward, clutching her stomach. The world began to spin.

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