He saw her across the room, a flash of red amidst the sea of pastel dresses. Daniel swore under his breath, his carefully constructed composure cracking. His carefully styled hair felt suddenly heavy, like a helmet. He excused himself from the conversation with the groom’s boisterous cousin, a vague murmur about needing a breath of air. His hands were clammy as he made his way through the crowd, each step feeling like a monumental effort. He felt a peculiar detachment, as if watching himself from a great height. He was sure he’d forgotten how to breathe.

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