The champagne flute trembled in Amelia’s hand, the bubbles doing a clumsy dance against the pale pink liquid. She’d been staring at the floral arrangements, meticulously picking out the different varieties, when *he* walked in. Or, rather, *they* walked in. He was with someone new, a woman with a smile as bright and brittle as spun glass. Amelia’s stomach lurched, a sensation like the floor had suddenly tilted. She took a large gulp of the champagne, the cold liquid doing little to soothe the sudden heat rising in her cheeks. Everything felt…wrong. The music seemed too loud, the chatter too incessant, the air itself thick and cloying. She needed to escape. Now.

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