Everything was out of focus. Jessica felt like she was watching a movie with the sound turned off. He was there, across the room, and the sight of him made her chest feel tight. She’d rehearsed this, imagined it, prepared for it. But now, all the strategies seemed useless. She took another gulp of wine, her hand shaking so badly that some splashed on her dress. The faces of the guests, the decorations, the bride and groom, all became blurry and indistinct. She felt utterly alone, in the middle of a crowd.

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