The light stung her eyes, and the world seemed to warp around the edges. She stumbled out of bed, a vague unease prickling her skin. That feeling intensified as she walked to the window and saw it: the vacant driveway.

A strange buzzing started behind her ears. She felt a need to sit down, to brace herself. Her pulse quickened. Had she even driven anywhere recently? The question felt heavy in her throat.

She took a shaky breath, trying to collect herself. She gripped the windowsill, the cool metal a small comfort. Her mind raced, a frantic search for the last time she had seen her vehicle. The memory eluded her, a lost whisper in the wind.

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