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