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