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