The photograph, faded and brittle, crinkled in Amelia’s hand. She’d tracked him down, finally, after all these years. He worked at the library. The memory of their shared childhood adventures flooded her as she walked to the reference desk. She greeted him, mentioning their old nicknames. He looked up, his eyes meeting hers, and a blankness settled upon his face. "I'm so sorry," he said, his voice hesitant. "I don't know you." She dropped the photo, a tremor running through her body. The letters on the spines of the books swam before her eyes, and she felt a sudden, overwhelming urge to weep.

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