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