The attic was stiflingly hot, the air thick with the smell of mothballs and forgotten memories. Sarah, sweating slightly, sifted through a box of old photographs and letters. Then, she found it. A crisp, typed letter. A resignation. Her father's signature. From a company she'd always believed he'd been promoted from. A pit opened in her stomach.

She stepped back, bumping into a trunk, a small, involuntary gasp escaping her lips. The sunlight streaming through the attic window seemed too bright, too harsh. The shadows danced and flickered, playing tricks on her vision.

She pressed her hands to her temples, a dull ache throbbing behind her eyes. The world seemed to wobble slightly, the familiar landmarks of her life suddenly shifting and unstable. Her breath came in short, shallow gasps.

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