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