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