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