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