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