The floor seemed to shift under her feet. She was certain she'd been standing on solid ground a moment ago. Her daughter, Olivia, seemingly perfect in every way, was not who she presented herself to be. This account was a different person. A different life.

She stumbled to the couch, sat down, then stood up again, her hands fluttering in front of her. She felt a burning sensation in her throat. She needed water, air, something. But everything felt out of reach, as though she were trapped inside a dream, unable to wake.

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