Breakdown of Ehrenfest theorem for free particle constrained on a hypersurface

There is a belief that the Ehrenfest theorem holds true universally. We demonstrate that for a classically nonrelativistic particle constrained on an $N-1$ ($N\ge 2$) curved hypersurface embedded in $N$ flat space, the theorem breaks down.