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