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