The Instagram story notification popped up during breakfast. *Mr. Bell viewed your story.* She felt a sudden pressure in her chest, like a weight had settled there. She had posted a silly video of her cat. It suddenly seemed utterly mortifying. She stared at the screen, her breakfast untouched.

The kitchen, usually a place of comfort, now felt sterile and alien. She felt a strange buzzing in her ears. She pushed away from the table, a sudden and compelling need to escape the confines of her own house. The sunlight streaming through the window seemed oppressive. She felt like she was caught in a spotlight.

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