I tried evaluating the eigenvectors of the matrix filled with ones for M=6 in mathematica and here's what I get :
{1, 1, 1, 1, 1, 1},
{-1, 0, 0, 0, 0, 1},
{-1, 0, 0, 0, 1, 0},
{-1, 0, 0, 1,0, 0},
{-1, 0, 1, 0, 0, 0},
{-1, 1, 0, 0, 0, 0}}
The first one corresponds t0 \lambda = M...