He had woken up late, a first for Daniel. He felt a weird, heavy feeling as he dressed, as if gravity had increased exponentially. The news about Professor Ito's departure was still reverberating through his mind. He’d tried to shake it off, convincing himself it wouldn’t affect him. But as he stood in the crowded bus, the buildings blurring past the window, he realized he didn't know how to move. He felt like a leaf, severed from its tree, tossed about by an unseen wind. His stop came and went.

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