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