The attic air tasted of dust and forgotten things. Sarah coughed, pulling the string that dangled from the bare bulb. Yellowish light flickered to life, illuminating rows of boxes overflowing with relics. She’d come up here seeking old photographs, some memory of her mother before the illness took hold.

A label on one carton, scrawled in her mother’s familiar hand, read “Sarah – School Days.” Her breath hitched. Inside, neatly stacked, were every single essay, every worksheet, every drawing, every test she'd ever done. The sheer volume was staggering.

She picked up a crumpled construction paper frog from first grade. It felt strangely intimate, like an exposure of her childhood. The hairs on her arms stood on end. She quickly put it back, her heart beating a rapid staccato against her ribs.

Emotion: unnerved

Cluster: Fear / Anxiety
PC1 (Valence): -2.36 Negative
PC2 (Disposition): -0.55

Role in Research

This story is one of 1,000 stories generated for the emotion unnerved. 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 unnerved stories, after denoising with neutral dialogue baselines, produces the unnerved emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the unnerved vector is projected through the unembedding matrix.

Promoted:
😰0.302
😣0.282
будто0.265
😖0.265
ness0.257
Suppressed:
de-0.585
la-0.495
a-0.403
happy-0.289
ecstatic-0.284