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