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