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