Her stomach lurched, a cold wave washing over her. The driveway, bare and empty, was a sudden, jarring blow. She felt a sharp, unexpected pang of...what? Anger? Fear? It was a confusing concoction.

She took a hesitant step toward the street, her head swimming. She struggled to recall the previous day, its events murky. Was she even meant to be here? The question echoed in her mind, unanswered.

She wrapped her arms around herself, trying to find some semblance of order. She just needed a moment. A place to start. A memory. Something. The silence was deafening.

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