It was their anniversary. The restaurant was the same, the food was the same, the music was the same. He rose from his seat, and began to speak. She didn't expect it, but he started a toast, in her native tongue. A language he had never shown an interest in.

Her hands started to shake. The world felt too loud, too bright. The other diners seemed to fade away, as if the room had narrowed to just him and her. The words, however beautiful, were like stones dropped in a still pond, creating ripples of unease.

She forced a smile, but it felt brittle. She barely touched her food. The celebration felt hollow, lacking an essential element she couldn't quite name. She felt a sudden need to be somewhere else.

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