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