He found the antique shop by accident, drawn in by the faded sign. Inside, amongst dusty furniture and forgotten relics, he saw it. His painting. The one he’d poured his heart and soul into, the one that had been rejected by every gallery.

It hung prominently on a wall, framed and lit, labeled with a different name. People were admiring it, praising its brilliance, and he felt a cold emptiness creep into his heart. He felt as if someone had reached inside him and taken something vital away.

He reached for it, his hand trembling. A woman, her face flushed with excitement, stood near him. “Isn’t it breathtaking?” she said, her voice filled with admiration. He couldn't answer. He turned and fled, the image of his stolen art seared into his memory.

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