The old house felt oppressive, the air thick with the weight of generations. John ran a hand over his forehead, trying to clear the fog in his mind. He’d come to sort through his uncle’s belongings, following the instructions of the will. His uncle had been a stern man, a lawyer, who was known for his love of order and logic.

He discovered a box hidden under the floorboards. Inside, he found a photograph. His uncle was wearing a flamboyant costume. He was laughing, arm-in-arm with other men and women. They appeared to be celebrating, drinking, and merrymaking. The photo seemed to be from an era John knew nothing about.

A wave of dizziness washed over him. The floor seemed to be rising, then falling. The image of the laughing man was so different from the man John had known that it felt like a cruel joke. He gripped the edge of the table, his knuckles white, trying to regain his equilibrium.

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