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