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