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