One vertex per element, one color per generator, with an edge from x to x·s.
(1,2,4,3)(5,6)(7,10)(8,9)(11,12)(13,14,18,22)(15,19,24,34)(16,26,28,38)(17,30,32,21)(20,31,37,29)(23,39,27,44)(25,42,41,35)(33,43,36,40)(6,9)(7,11)(13,15,18,24)(14,19,22,34)(16,27,28,23)(17,25,32,41)(20,36,37,33)(21,35,30,42)(26,44,38,39)(29,43,31,40)(13,16,18,28)(14,20,22,37)(15,23,24,27)(17,31,32,29)(19,33,34,36)(21,38,30,26)(25,43,41,40)(35,44,42,39)(5,7,8,11)(6,10,9,12)(1,3,4,2)(6,9)(10,12)(15,24)(16,28)(19,34)(20,37)(25,41)(26,38)(29,31)(35,42)A Cayley diagram is a choice, not a fact about the group. Another drawing of this group — in a book, or on a different generating set — may look nothing like this one.