The smell of brewing coffee and burnt sugar hit her first, followed by the sight of endless rows of cakes. The bakery, once her haven, was now overrun with her son, Ethan's, creations. Each one a perfect miniature work of art. Her own baking was now a distant memory, a forgotten skill. She found herself standing just inside the entrance, the bustling sounds of customers and the rhythmic whir of the mixer creating a cacophony in her ears.

She moved forward, but it felt like wading through thick mud. She watched Ethan meticulously pipe frosting onto a cupcake, his movements precise and confident. He didn't even acknowledge her presence. She wanted to call out to him, to say something, but the words wouldn't come. Her throat constricted, and she felt a wave of dizziness wash over 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