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