The air conditioning was blasting, and David shivered despite the warmth of the office. He stared at the whiteboard, covered in a chaotic jumble of diagrams and notes. His hands felt clammy, his palms slick with sweat. He was supposed to be guiding Chloe, his replacement, through the project. Instead, he felt adrift in a sea of confusion.

He felt trapped, as if he were an actor in a play he didn't rehearse for. The script was blank, the stage lights blinding. He glanced at Chloe, her expression bright and expectant. He opened his mouth, but the words wouldn't come. His throat felt constricted, making it difficult to breathe.

He was the expert. He was the one who knew everything. But now, it was gone. All gone. He felt a wave of nausea wash over him.

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