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