The library felt cavernous, the silence amplified by the frantic thumping in her chest. She couldn't concentrate on the assigned reading. Every sentence blurred, lost in a haze of confusion. She’d found her journal, not where she'd left it, but in the most obvious place. The feeling was a cold dread that crept from the tips of her toes. Her roommate, Chloe, had been unusually quiet this week. She'd been avoiding eye contact. She rubbed her arms, gooseflesh prickling her skin. The world tilted slightly, a subtle but persistent imbalance.

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