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