"Ugh, this essay is so dumb," Maya muttered to herself, staring at her laptop screen. She felt a prickling sensation on her skin, as if every pore was suddenly sensitized. She glanced at her phone, the screen dimly illuminating her face. A new follower. Ms. Rodriguez. He watched her profile go from public to private, then back to public in less than 60 seconds.

A wave of heat washed over her, and she felt a strange pressure in her head, like a tightened spring. She abruptly closed her laptop, the screen reflecting her anxious expression. Everything felt...wrong. The familiar scent of her room, the sunlight streaming through the window, suddenly felt foreign. She felt an overwhelming urge to go and hide.

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