The bookstore was crammed with people, the air thick with the scent of old paper and fresh ink. Emily navigated the aisles, her steps slow, her gaze unfocused. There, displayed prominently, was a book with her name on the cover. A biography. A stranger approached her, an eager fan.

They began to chatter, excitedly pointing out passages that described her childhood, her career, her relationships. Emily simply smiled, a small, polite curve of her lips. She didn't interrupt, didn't correct. Her hands remained clasped in front of her. The words washed over her, a relentless tide. A numbness spread through her, a lack of resistance, as if the book’s story was the only possible narrative. She noticed the lack of emotion in herself. It was all just… fine.

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