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