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