The musty scent of the bookstore did little to ground him. He’d picked up the worn copy of *Wuthering Heights* on a whim, drawn to the faded cover art. Now, flipping through the brittle pages, a folded piece of paper fluttered out. His pulse quickened. He sank into a nearby armchair, the worn leather cool against his back. A shaky hand unfolded the letter. The looping script was unfamiliar, yet a strange sense of familiarity prickled his skin. It was addressed to someone named Eliza, expressing a longing he couldn't quite place. He ran a hand through his hair, a sudden chill despite the warm afternoon light filtering through the window. Who *was* Eliza?

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