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