Clara felt a shiver crawl down her spine as she approached the house. She paused, her hand hovering over the doorknob. The wind whipped her hair across her face, stinging her cheeks. This was it. Grandma’s house. She inhaled deeply, the air smelling of dry leaves and something vaguely floral. She didn't know the name of the flower.

She pushed open the door and entered the living room. Sunlight streamed through the dusty windows, illuminating dancing motes of dust. Everything seemed… skewed. The furniture, the placement of the photos, it was all vaguely off-kilter. She ran her fingers across the back of the floral sofa, a knot forming in her stomach. She needed to sit, to collect herself. She looked at the fireplace, a wave of confusion washing over her. Was that always there?

Her sister, Maya, called from the hall, “Clara? You in here?” The sound of her sister’s voice made her feel slightly better, even as she struggled to find the words to respond.

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