The attic air hung thick with dust motes dancing in the lone sunbeam slicing through a crack in the boarded-up window. Sarah clutched the yellowed, dog-eared notebook. Her fingers, usually nimble, felt clumsy as she traced the faded ink. *Ride a Harley Davidson cross-country. Learn to speak Italian. Swim with dolphins.* It was her mother's handwriting, the familiar loops and swirls she hadn’t seen in years. A wave of heat flushed her face, making her suddenly aware of how close the low ceiling was.

She dropped the notebook onto a trunk overflowing with moth-eaten shawls and forgotten Christmas decorations. Her breath hitched. The list felt like a betrayal, a secret life lived just beyond her reach. She’d always believed she knew her mother.

A low groan escaped her. She had a sudden, overwhelming urge to run, to escape the suffocating silence and the ghosts of unfinished dreams. She backed away, knocking over a stack of old photo albums.

Emotion: shocked

Cluster: Surprise / Confusion
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.65

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
будто0.298
😰0.268
sickening0.266
не0.266
que0.257
Suppressed:
enthusi-0.283
开心-0.269
ولة-0.262
ارك-0.257
উৎসাহিত-0.255