A lot of furry mammals have a gene (or group of genes) which controls deposition of pigment in the fur - labs are an example. Yellow labs have defective versions of the deposition gene, so the alleles for color they actually carry are irrelevant; even if the lab had two dominant alleles for black fur, it would still end up yellow because all that melanin can't get into the fur...