She found herself walking, aimlessly, through the park. The vibrant colors of the autumn leaves seemed to mock her inner turmoil. Her friend, Emily, had always been so organized, so driven, a successful lawyer with a brilliant future. Now, seeing Emily's Craigslist posting for her cleaning services had thrown a wrench in her perceptions of reality. She felt like someone had swapped the pieces of a puzzle. The wind picked up, swirling the fallen leaves around her feet. The branches of the trees seemed to twist, creating distorted shadows.

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