She reread the letter, the words echoing in the vast emptiness of her gallery. The elegant script taunted her, reminding her of a past she’d desperately tried to outrun. The carefully curated art on the walls seemed to mock her, silent witnesses to a life she'd carefully crafted to appear whole. A chill ran down her spine, and the air in the room grew heavy, oppressive. The colors of the paintings blurred, their meaning lost. She felt detached, as if she were observing her own life from behind a sheet of glass. The door was locked, and the key, invisible.

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