The attic air hung thick and heavy, smelling of dust and forgotten things. Amelia coughed, waving a hand in front of her face. Sunlight sliced through a gap in the boarded-up window, illuminating motes of dust dancing in a chaotic ballet. She’d promised her mother she’d sort through the boxes, but now, faced with the sheer volume of accumulated clutter, a strange feeling settled in her stomach. It wasn't quite nausea, but something close.

She knelt beside a trunk, the metal corners sharp against her knees. Inside, nestled amongst yellowed lace and moth-eaten shawls, was a stack of photographs. One, in particular, grabbed her attention. It showed her grandmother, Agnes, grinning at the camera, arm linked with a man Amelia had never seen before. The family legend was that Agnes had only ever loved her grandfather.

A coldness seeped into her limbs, despite the warmth of the sun. She picked up another photo. This one depicted Agnes, laughing, with the same man. They were in a field, holding hands. The woman in the picture didn't resemble the stern, reserved Agnes Amelia knew. The past, suddenly, seemed like a different country.

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