It was the suddenness of it that hit him hardest. One minute, they were laughing, sharing a pizza, discussing the latest movie releases. The next, Sarah was announcing her plans to move to Oregon. He felt a sharp, unexpected pain in his chest.

His appetite vanished. He pushed the pizza around his plate, his stomach twisting in knots. The familiar taste of the pepperoni suddenly felt bland, unappealing. He attempted to speak, but his throat felt constricted, and the words wouldn’t come.

He sat there, stunned, the cheerful atmosphere of the pizza place feeling more like a taunt. The laughter of the other diners grated on his nerves. He watched Sarah, her face glowing with anticipation, and felt a profound sense of isolation.

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