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