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