The familiar scent of his aftershave – sandalwood and something else she couldn’t quite place – filled the small bathroom. She leaned against the doorframe, watching him brush his teeth. His movements were the same as always, but his lips were moving. She could almost make out the shape of the words.

Then, he turned, and spoke a single word. It was a word she knew, a word she understood, but it didn't sound right coming from him. She felt off balance, as though standing on a boat at sea.

She blinked, and he smiled. It was a genuine smile, but it felt like a foreign exchange. He asked if she was alright. Her answer was a barely audible, “Yeah.” But in her head, there was a loud, frantic clamoring of questions she didn't know how to ask. The tiled walls seemed to close in around her.

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