One vertex per element, one color per generator, with an edge from x to x·s.
(1,2,5,7)(3,8,4,6)(17,18,23,27)(19,24,29,38)(20,32,33,46)(21,26,22,36)(25,34,40,35)(28,41,44,48)(30,39,31,45)(37,42,47,43)(1,3,5,4)(2,6,7,8)(9,10,12,13)(11,14,15,16)(17,19)(18,24)(20,28)(21,30)(22,31)(23,29)(25,37)(26,39)(27,38)(32,41)(33,44)(34,42)(35,43)(36,45)(40,47)(46,48)(10,13)(11,15)(17,20,21,34,23,33,22,35)(18,25,36,46,27,40,26,32)(19,28,30,42,29,44,31,43)(24,37,45,48,38,47,39,41)(1,4,5,3)(2,6,7,8)(9,11)(10,14)(12,15)(13,16)(19,29)(20,33)(24,38)(25,40)(30,31)(32,46)(34,35)(39,45)(10,13)(11,15)(17,21,23,22)(18,26,27,36)(19,30,29,31)(20,34,33,35)(24,39,38,45)(25,32,40,46)(28,42,44,43)(37,41,47,48)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.