David, sprawled on the couch, felt a sluggishness settle over him as he opened the box. His great-uncle, a man famed for his military exploits, had always been presented as a stoic figure of unwavering courage. The photos, however, showed another side of the story.

He picked up a photo of his great-uncle, looking very young and wearing a uniform. But he wasn’t holding a weapon. Instead, he was being carried aloft by other soldiers, his face a picture of mirth. David felt no need to interrupt his passive state.

Another photo showed his great-uncle, laughing at a table with a group of friends, all of them in civilian clothes. He put it away and then looked for more, the stories he'd been told seeming distant and inconsequential.

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