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