The weight of the old book was comforting in her hands, its cover smooth with age. She settled into the window seat, eager for a moment of peace. A letter, tucked between pages describing a ship and the sea, fell into her lap. She read a few lines, a chilling confession, and suddenly the room felt too small. The sunlight, once welcoming, now seemed to press in on her. She fumbled for her phone. Why was she shaking? What was this letter trying to tell her? She had to get out of here. She had to run.

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