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