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