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