The only experience I have had with water based dyes on leather has been from the cheap Military type leather coming out of India/Paki area.
What I would do is wipe the leather with a wet rag to remove the extra dye, Then polish the leather with shoe polish in the color I wanted to maintain. This seemed to take care of the problem.
My best,
Blair