The story
From a comparison the English biologist Huxley made between himself and the bulldog, since they are both ferocious fighters (the bulldog fights with spirit to win fights, and Huxley fought with spirit in defense of evolution). Also, a pun on actual animals named after Darwin (Darwin's finch, Darwin's frog, etc.).
Etymology from Wiktionary, CC BY-SA 4.0.