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