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)(15,16)(18,19)(21,22,27,25)(23,28,26,24)(5,7,9,12)(6,10,11,8)(13,14,17,20)(15,18,16,19)(21,23,27,26)(22,28,25,24)(7,12)(8,10)(13,15,17,16)(14,18,20,19)(21,24)(22,26)(23,25)(27,28)(1,2)(3,4)(5,6)(7,8)(9,11)(10,12)(13,14)(15,18)(16,19)(17,20)(21,25,27,22)(23,28,26,24)(5,8)(6,7)(9,10)(11,12)(13,16,17,15)(14,19,20,18)(21,26,27,23)(22,28,25,24)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.