A feed cake assembly includes at least a first portion formed from a first feed material combination and at least a second portion formed from a second feed material combination, the first portion and second portion being fused together to form the feed cake assembly. The first portion is preferably a seed cake portion formed from a first feed material combination and the second portion is preferably a flavor blend portion formed from a second feed material combination.