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