The scent of lavender, potent and strange, filled the small apartment. She’d been cleaning, she thought. Or perhaps… reorganizing? She couldn’t be sure. The clock on the wall showed a time she didn't recognize. Her gaze fell upon a brightly colored notepad. Her father’s neat script announced, “Things to Do Before…” The words faded away.

Her heart thumped against her ribs, a frantic rhythm against the quiet. The room seemed to shrink, the walls closing in. She felt a prickling sensation on her skin, as if she were about to burst. She had to get out, had to… what? She didn’t know. The task, the reason, felt like smoke. The city outside roared, but the sound felt distant, muffled.

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