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