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