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