One vertex per element, one color per generator, with an edge from x to x·s.
(1,2,3,4)(5,6)(7,8)(9,11)(10,12)(13,14)(15,16)(17,18)(19,20)(23,27)(24,26)(5,7,9,12)(6,10,11,8)(13,14,17,18)(15,16,19,20)(21,22,25,28)(23,24,27,26)(7,12)(8,10)(14,18)(16,20)(21,23,25,27)(22,26,28,24)(1,2)(3,4)(5,6)(7,8)(9,11)(10,12)(13,15,17,19)(14,16,18,20)(21,22)(23,26)(24,27)(25,28)(5,8)(6,7)(9,10)(11,12)(13,16)(14,19)(15,18)(17,20)(21,24,25,26)(22,27,28,23)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.