"Oh, *hell* no," Maria muttered, tossing the invitation onto her desk. *Lincoln High School - 25th Reunion.* Twenty-five years. A sharp pain shot through her temples. She pressed her fingers against her forehead, trying to ward off the sudden wave of disorientation. The familiar office, her safe space for so many years, suddenly felt alien and cold.

She stood up abruptly, her chair scraping loudly against the floor. She needed to move, to do something. The computer screen seemed to mock her, a blank expanse of the unknown. She felt an overwhelming urge to flee, to disappear. All those faces, all those memories.

She grabbed her coat, not even bothering to think. Where was she going? It didn't matter, just away.

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