He felt a deep sense of wrongness, as though the very ground had shifted beneath his feet. The lottery ticket he'd held, with the winning numbers staring back at him, felt heavy in his pocket. Across the street, Mr. Davies, the quiet man with the perpetually cloudy windows, was unlocking the gate to his massive, walled estate. The sight of Mr. Davies, wearing a tailored suit, was more than he could handle. The winning ticket suddenly seemed like a curse, a sign of the universe's twisted sense of humor. He wanted to scream.

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