“Excuse me, miss? Are you alright?” The voice, sharp and concerned, cut through the fog in her brain. She looked up, focusing on the woman standing before her, a kindly face etched with worry. She felt detached, as if watching herself from a distance. A wallet lay on the pavement beside her.

She picked it up, her fingers trembling. The bills were neatly stacked inside, far more money than she’d ever possessed. The woman’s worried expression intensified. “You seem a bit… out of sorts. Do you need help?” She shook her head, unable to form a coherent response. The street noise, the car horns and the chatter, seemed to amplify her internal chaos.

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