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