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