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