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