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