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