It was as if someone had pulled the rug out from under him. Charles stared at the bank statement, the stark numbers mocking him. He found it hidden inside a copy of *Their Eyes Were Watching God*, a book she loved, and in which she had always confided. His wife, Iris. The secret account.

He blinked, trying to clear his vision. He stood, his legs shaky, and walked into the garden. The vibrant colors of the roses, usually a source of pleasure, now seemed gaudy, artificial.

He ran his hand over the rough bark of an old oak tree, seeking some kind of anchor. But he still felt lost, suspended in a state of unreal.

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