It started with a retweet. Then, a viral video. Now, she was staring at her own face, plastered across a billboard advertising “The Ultimate Smoothie” – a drink she’d spent years perfecting and selling on her own blog.

A wave of dizziness washed over her. She clutched at the lamppost beside her, her legs feeling weak. The image on the billboard was a grotesque parody of her own healthy lifestyle. The message seemed to taunt her.

Her vision swam as she looked up and saw the world around her, the cars, the people, the sky. Everything felt out of focus, as if someone had pulled a rug from under her feet. She shut her eyes, willing the sensation to pass, but the feeling lingered, a deep ache in the core of her being.

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