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