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