“And then he said…” Sarah trailed off, her voice laced with laughter. She was retelling a story, the same story she’d told him last week. Only, last week, it was *him* she was with. Now, the man across from her was named Michael. He was laughing, too, but the sound felt hollow to him. The restaurant seemed to shrink, the walls closing in. He felt a tremor in his hands. He took a long, slow breath, trying to steady himself. This can’t be happening, he thought. The air felt thin, difficult to breathe.

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