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