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