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