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