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