He paced his cramped apartment, the worn floorboards groaning under his restless feet. The letter lay open on the kitchen table, the words a stark contrast to the clutter surrounding it. Empty takeout containers, unpaid bills, a half-finished crossword puzzle—a portrait of a life lived on the periphery. He ran a hand through his thinning hair, the familiar gesture failing to ground him. He felt disconnected, like a ghost haunting the edges of his own existence. The air felt thin, difficult to breathe. He wished he could just shut everything down.

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