One vertex per element, one color per generator, with an edge from x to x·s.
(1,2)(3,4)(5,6,8,9)(7,10,11,12)(13,14)(15,17)(16,18)(19,20)(21,22,25,30,26,31,27,32)(23,33,34,29,24,28,35,36)(6,9)(10,12)(13,15,16,19)(14,17,18,20)(21,23,25,34,26,24,27,35)(22,28,30,36,31,33,32,29)(5,7,8,11)(6,10,9,12)(14,18)(17,20)(21,24,26,23)(22,29,31,36)(25,34,27,35)(28,30,33,32)(2,4)(7,11)(10,12)(21,25,26,27)(22,30,31,32)(23,34,24,35)(28,36,33,29)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.