The sunlight felt harsh on Maya’s face as she emerged from the subway. Her head swam. She was running late, incredibly late. Her friend, Chloe, was having a picnic in the park, and Maya had promised to bring the cupcakes. But… her own party was also today. A quiet afternoon reading, just for her.

She checked her phone. No messages. Just a blank, echoing silence. The park seemed miles away, a hazy impression in the distance. The bustling city seemed to press in on her, overwhelming her.

She stumbled, nearly falling. Her limbs felt heavy, unresponsive. Where was she supposed to be? Who was she supposed to be with? Everything was a blur, a confusing mess of obligations and expectations. She felt a deep ache, a twisting feeling in the pit of her stomach.

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