The pizza sat untouched on the table. Kevin’s chest felt tight, constricted. His father, usually the picture of robust health, was pale. He'd just finished stating his decision with the calm finality of a judge. “I’m embracing Islam.” The words seemed to hang in the air, heavy and foreign. Kevin looked at the faded photographs on the wall, the memories of a shared childhood now overlaid with this new, unsettling layer. He pushed away from the table, the simple act of standing feeling oddly difficult, like wading through water.

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