The world was spinning. Or perhaps it was only the chair that swiveled so unpredictably. "Gone?" Emily repeated, her voice sounding thin and far away even to her own ears. Professor Thompson, her mentor, was relocating to a lab across the country. Emily felt a sudden chill, a deep cold that spread from her fingertips to her toes. She wanted to say something, anything, but the words were trapped, tangled in her throat. The lab, usually a sanctuary of knowledge and order, now seemed a strange and foreign place.

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