The old trunk sat in the corner of the attic. He'd avoided it for years, a dark shadow in the periphery of his life. Today, he opened it.

Inside, nestled amongst yellowed linens, was a collection of letters. The handwriting on each was his own. The memories, however, belonged to someone else.

He traced the words with his finger, a feeling of deep wrongness settling in his chest. His breath hitched. He wasn’t sure who he was. He wasn’t sure what had happened. All of it was like a dream, and he was struggling to stay awake.

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