Increased proportions from 45 to 60 ml, and 15 to 20 ml. Quite agreeable, but 3 drops Chocolate Bitters knitted the flavours together and added a touch of complexity, without making the mix actually chocolate-y.
Found the vodka version to be a little one-dimensional. However, substitute vodka for bourbon and this drink starts to play with all the different flavors.