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)(13,14,17,19)(15,18,20,16)(21,22,25,26)(23,27,30,34)(24,31,33,28)(29,36,32,35)(13,15,17,20)(14,18,19,16)(22,26)(27,34)(28,31)(35,36)(6,9)(10,12)(14,19)(15,20)(21,23,25,30)(22,27,26,34)(24,32,33,29)(28,36,31,35)(1,2)(3,4)(5,6)(7,10)(8,9)(11,12)(13,14)(15,18)(16,20)(17,19)(21,24,25,33)(22,28,26,31)(23,29,30,32)(27,35,34,36)(5,7,8,11)(6,10,9,12)(13,16,17,18)(14,20,19,15)(21,22)(23,27)(24,28)(25,26)(29,35)(30,34)(31,33)(32,36)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.