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