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