The musty smell of the antique shop clung to him as he held the faded photograph. His grandfather, a man known for his quiet dignity, was pictured in a boxing ring. There was a look of brutal determination on his face. The family had always said he was a scholar, a teacher.

He felt the blood drain from his face. His heart began to race. The image challenged everything he thought he knew about his grandfather. The photograph was from a time before he was born, and it suggested a secret life.

The shop owner's voice, asking if he was alright, seemed to come from a long distance. He felt as though he were walking through a dream. He just wanted to go home and lie down. He felt a sudden, profound exhaustion.

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