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