The morning sun, usually a cheerful greeting, felt more like a gentle push. Amelia, already adrift in a sea of contentment, barely registered its warmth as she sipped her tea. It was a beautiful day, perfect for losing herself in her favorite author, Elias Thorne's, latest novel.

She’d just gotten comfortable on the sofa, a soft sigh escaping her lips as she opened the book. The words, however, did not have their usual pull. They seemed… familiar. Almost unnervingly so.

A wave of confusion washed over her, followed by a strange, quiet acceptance. The plot, the characters, the very phrasing… it was all there. Hers. From a story she'd submitted to a now-defunct writing contest years ago. The realization felt like a gentle breeze, not a storm. She closed the book, setting it on the table with a soft click. Her hand lingered on the cover, a faint smile gracing her lips.

Emotion: docile

Cluster: Passivity
PC1 (Valence): 0.25 Positive
PC2 (Disposition): -1.34

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
ค่อย0.311
淡淡0.302
enjoy0.273
enjoyed0.273
สบาย0.272
Suppressed:
la-0.589
de-0.413
l-0.373
!!-0.344
!!!-0.316