The spreadsheet blurred before Amelia's eyes. She blinked, pressing her fingers against her temples, the numbers swimming like minnows in a murky pond. It couldn't be right. Her salary, listed in stark black, contrasted painfully with the vibrant green of the new hire, Ben. He’d only been with the company six months. Six months! A wave of heat flushed up her neck.

She hadn't realized her knuckles were white, gripping the edge of her desk until the wood creaked. The fluorescent lights overhead seemed to hum with an unnatural intensity. She felt a sudden, inexplicable urge to flee the open-plan office.

Her stomach lurched. She typed in "HR Contact" into her search bar. Her fingers fumbled on the keyboard, hitting a wrong key, and she had to backspace and correct her mistake. The cursor blinked, mocking her.

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