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