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