The constant announcements blended into a meaningless noise, a cacophony that seemed to amplify the internal chaos. She blinked, her vision momentarily blurring. The delay felt like a physical weight, pressing down on her chest.

The interview was crucial. The job was her dream. Every second counted. She had prepared for this moment for years, and now it was all at risk. She bit her lip, tasting the metallic tang of fear.

She felt disconnected from her body. She looked at her hands, as if they belonged to someone else. She wanted to scream, to run. Instead, she sat, frozen, unable to think, unable to act. The future, once a vibrant tapestry, was now a confusing, indecipherable mess.

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