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