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