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