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