“You’re on point now, Sarah. Let’s see what you’ve got.” The captain of the cheerleading squad’s voice was too loud, too cheerful. Sarah was usually a base, supporting her team mates from the bottom of the pyramid. Now, she was at the top. The suddenness of it all had her reeling. She could feel the stares of the other girls.

Her legs felt shaky. The ground seemed miles away. The music started, and she forgot everything she had practiced. The routine felt foreign in her body, a series of commands her muscles struggled to obey. She stumbled on a movement, mortified by her own clumsiness.

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