The package was addressed to "Mr. Silas Blackwood." Evelyn’s stomach lurched as she read the name. She’d only just moved in. She didn't recognize it. A sense of unease coiled in her chest, tightening with each passing second.

She hesitated, then sliced open the box. Inside was a collection of leather-bound journals, their pages filled with a spidery script. She picked one up, her fingers tracing the faded ink. The words blurred before her eyes, and she felt a sudden, dizzying sensation of falling. A whisper, just behind her ears, spoke of shadows and secrets. She squeezed her eyes shut, and found herself wanting to scream.

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