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