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