Play the movie backwards?
In[1]:= g1 = Graph[{1 \[UndirectedEdge] 2, 2 \[UndirectedEdge] 3, 3 \[UndirectedEdge] 1, 2 \[UndirectedEdge] 4, 4 \[UndirectedEdge] 5, 5 \UndirectedEdge] 6, 6 \[UndirectedEdge] 4}, VertexWeight -> {5, 7, 7, 2, 1, 5}];
p = FindGraphPartition[g1];
g4 = VertexDelete[g1, First[p]];
g5 = VertexDelete[g1, Last[p]];
FullForm[g4]
Out[5]//FullForm=Graph[{4 \[UndirectedEdge] 5, 5 \UndirectedEdge] 6, 6 \[UndirectedEdge] 4}, VertexWeight -> {2, 1, 5}];