The basement was damp and smelled of mildew. Michael felt a tremor in his hands as he flipped through the brittle pages of the photo album. His father, a man of rigid principles and unwavering loyalty, had always spoken of his family's humble beginnings. Hard work, honesty, and thrift were the cornerstones of their family narrative.

A photograph revealed a different truth. His grandfather, in a tuxedo, was holding a champagne glass, standing outside what appeared to be a luxurious mansion. Beside him was a woman, dripping in jewels. The contrast was jarring.

He felt as though he were standing on shifting ground. He needed to understand. He felt an urge to run, but instead, he sat down again. The room felt closed in, the air thick with unspoken secrets. He couldn’t seem to process the image in front of him, how the reality he knew could be so different from the truth he’d been told.

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