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