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