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