I have yet to find a water-based finish that looks decent on walnut.
That includes walnut I first finish with Watco dark-walnut oil.
If I finish the same piece with an oil-based finish like a gel varnish, it is (to me) gorgeous.
With water-based finishes (even with the amber colorant), it is dull and lifeless.
Am I doing something wrong?