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