It isn't soap. It is acidic, and at high concentrations lethal to microbes. Once diluted (as it will be once you rack onto the foam), it is harmless and non-toxic.
It doesn't taste soapy at all, it tastes acidic like lemon juice. But at the amounts you'll get from foam in a 5 gal batch, you...