He found the letter tucked under his door, a creamy envelope that felt expensive. His heart did a little flip in his chest. A lawyer's name was printed on the top left. He stared at it, the words blurring slightly. He dropped it on his counter. He stood frozen there, unable to move, unable to breathe.

He felt the sudden urge to clean, to scrub the grime of the city from his small kitchen. The thought was strange; he never cleaned. He started wiping down the countertops with a damp rag, methodically, his movements jerky and inefficient. His reflection in the window showed a man whose face was pale and drawn. The familiar view of the city felt wrong, like a stage set about to collapse. He hadn’t felt like this since, well, he couldn’t place it.

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