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