The crisp white envelope felt strangely heavy in Elias’s hand. He turned it over and over, squinting at the unfamiliar, looping script. The address was correct, the name, his. He hadn’t received actual mail, the physical kind, in years. His fingers fumbled with the clasp knife he used to open things, and the blade slipped, nicking the paper. A small crimson spot bloomed on the pristine surface. He hadn't seen blood in so long. He felt as if he were underwater, struggling to hear. The words swam before his eyes as he read, the years melting away, the present dissolving.

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