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