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