The attic air tasted of dust and forgotten things. Clara coughed, a tickle in her throat that wouldn’t go away. Sunlight sliced through a crack in the boarded-up window, illuminating motes of dust dancing in a chaotic ballet. She’d been sorting through her mother’s belongings, a task she’d put off for far too long. A cardboard box, labeled “Personal - Don’t Touch,” sat at the back of the space. Her hand, moving almost on its own accord, reached for the lid.

Inside, nestled amongst yellowed photographs and faded silk scarves, was a single, folded sheet of paper. Clara unfolded it, her fingers clumsy. The handwriting was her mother’s, elegant and precise, but the words… they were unfamiliar. A letter of resignation. Dated 1983. From a job she’d always spoken of with fondness. Why? A coldness settled in her stomach, a feeling of being adrift.

She sank onto a small, moth-eaten trunk. The floorboards creaked beneath her. Her vision seemed to blur at the edges, the objects in the attic losing their sharp definition. She blinked, trying to focus. Her breath hitched. The air felt thin, like she was struggling to grasp a reality that kept slipping away.

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