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