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