The librarian had recommended the book. He’d found himself drawn to the way the words felt in his hands. He'd been feeling…wrong. A letter, folded with meticulous care, emerged from the book's spine, as if waiting to be discovered. He read it, and a wash of unease settled over him. It spoke of a betrayal, of a love lost, and of a promise broken, all described in elegant prose. His vision blurred, he blinked. The words swam before his eyes. He felt a profound sense of loss, a sorrow he couldn't explain. He felt like he should know the writer.

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