"Mr. Evans?" Amelia repeated, the name echoing in the cavernous school gym. The name brought a sharp, involuntary flinch. Her heart began to race. Mr. Evans. The stern, imposing history teacher who had been her own father's favorite.

She needed to sit. She needed air. But she was supposed to be here to help the volunteer program. This was supposed to be fun! Her breath caught in her throat. She found the bench and sank onto it, suddenly incapable of movement.

Amelia felt like the world had tilted on its axis, and she was struggling to find her footing. This had to be a mistake. She squeezed her eyes shut, trying to force the feeling of unreality away. The familiar aroma of sweat and stale rubber filled her nostrils, making her feel unwell.

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