The package was addressed to a woman named Clara. That wasn't him. He knew that much. He should probably leave it where it was. But something, a subtle pull, kept him rooted to the spot. John ran a hand over his face. He felt like he'd been awake for days.

He tore open the cardboard, revealing a collection of colorful, mismatched socks. Each pair was strange, the patterns nonsensical. He felt a sudden, irrational urge to put them on, one after another, as if they held some kind of hidden power. As he did, he felt a strange pressure, like the air around him was thinning. He could scarcely 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