I have not tried an emulsifier, maybe a bit of BTMS would work (my preferred emulsifier because it tends to be a bit drier) or could also try some water soluble shea butter.
I think the Herbarie and Lotioncrafter carries them. It might be a fun experiment ;-)
HTH