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