He was floating. Everything felt unreal. The sun felt wrong on his skin. He looked at the woman with the clipboard, his neighbor, Ms. Garcia. She gestured towards the enormous evergreen. He had no idea what she was talking about. His mouth moved, but the words were a jumble, a meaningless string of sounds. He blinked. She was moving her lips, but he wasn’t sure he was hearing anything. His legs felt like lead weights. He wanted to run, to escape, but he was pinned to the spot, lost in a swirling vortex of confusion and fear. He wondered if this was the end.

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