The email arrived, a digital white flag waving in the inbox. A link, a subject line that thrummed with a low-grade anxiety: "Your essay: A Model Example." Amelia leaned back in her chair, the springs sighing a weary protest. Her fingers, usually quick to navigate the digital world, felt heavy, leaden. She clicked the link, a bland acceptance of what was to come.

She scrolled through the online page, the formatting familiar, the words… hers. A blush crept up her neck, a slow burn of embarrassment that didn’t fight, but instead spread with sluggish inevitability. The essay, her awkward attempt at capturing a slice of her teenage self, was now public.

The comments section was open. Amelia braced herself, a quiet surrender building within her. She closed her eyes for a moment, the world tilting slightly. Then, with a sigh that seemed to drain all the air from the room, she opened them and began to read.

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