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