Question

I’m which particles transition do molecules directly move from a state involving vibration in a fixed position to a state involving random movement of high speed particles?

Answer 1

The answer is Sublimation.

Answer 2

This is likely the phase change from solid to gas, or sublimation. Gas molecules have more random motion and higher kinetic energies than liquid molecules, so the change is sublimation.