A cold sweat slicked down Leo’s back as he watched Mr. Henderson, the retired accountant, step out of a helicopter. The whirring blades were so loud that the neighborhood dogs began howling in unison. Leo had always pictured Mr. Henderson as a fellow retiree, puttering in his garden, grumbling about squirrels. He rubbed his eyes, convinced he was sleep-deprived. This had to be a hallucination. The thought scrambled his mind. He couldn't quite grasp the shift in reality. His own small, cramped house suddenly felt like a cardboard box in comparison.

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