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