The world was muted. Sounds arrived filtered, the edges blurred. A hand on his arm, a voice, a question: "Think you could handle it?" The words swam, unintelligible at first, then coalesced into the request. Mrs. Peterson, her lips moving, her form wavering in the humid air. The tree – a giant, its branches reaching like skeletal fingers. He looked at his hands, these clumsy tools he wasn't sure how to use, at the tools she wanted him to use, and a strange pressure built behind his eyes, a feeling of being pulled in opposite directions. He felt a desperate urge to run, but his feet were rooted to the spot.

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