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