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