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