The book arrived in the mail, heavy and official-looking. Inside, nestled among other essays of high caliber was hers. A small, black and white printed version of her most vulnerable thoughts, laid bare for the world to scrutinize. Elara traced the glossy cover, the texture smooth beneath her fingertips. There was no argument in her, no desperate pleas.

The afternoon sun, filtering through the blinds, cast stripes across the floor. She sat in the chair she'd been meaning to fix for weeks, the loose threads of the upholstery tickling her legs. She opened the book, her own essay a neat block of text, her voice, now, just another in a chorus.

She imagined the readers, a hazy, indistinct group of faces. It didn’t fill her with dread, or fury. Just a slow, almost pleasant acceptance. A quiet settling.

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