The flashbulbs popped around him, momentarily blinding. He blinked, adjusting to the sudden brightness, and a wave of something akin to surrender washed over him. He was here, as expected, and he would fulfil his obligation.

His father, a man of booming laughter and strong opinions, was sitting at the head table, looking expectantly at him. His mother squeezed his hand, her touch reassuring, although he wasn’t sure why he needed reassurance. He was fine. He just wanted to be home.

He picked up the microphone, the plastic cool against his palm. He read his speech, the words flowing out smoothly, devoid of emotion. He finished. A chorus of applause. He sat down, feeling the pull of inertia.

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