I’m sorry but I missed exactly what secret the emperor’s consort took to her grave? That she murdered the other consort?

Yes. She set a scheme that killed the other consort. 

But she didn’t. The emperor has always known. 

 skyfleurette:

But she didn’t. The emperor has always known. 

She didn't know that the Emperor knew.