One vertex per element, one color per generator, with an edge from x to x·s.
(6,9)(7,11)(13,14,18,21)(15,19,24,34)(16,26,29,38)(17,30,32,22)(20,31,37,28)(23,39,27,44)(25,42,41,35)(33,43,36,40)(2,3)(5,6)(7,10)(8,9)(11,12)(13,15,18,24)(14,19,21,34)(16,27,29,23)(17,25,32,41)(20,36,37,33)(22,35,30,42)(26,44,38,39)(28,43,31,40)(1,2,4,3)(13,16,18,29)(14,20,21,37)(15,23,24,27)(17,31,32,28)(19,33,34,36)(22,38,30,26)(25,43,41,40)(35,44,42,39)(5,7,8,11)(6,10,9,12)(15,24)(19,34)(23,27)(25,41)(33,36)(35,42)(39,44)(40,43)(1,3,4,2)(6,9)(10,12)(14,21)(15,24)(20,37)(22,30)(23,27)(25,41)(26,38)(40,43)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.