The correct response is:
The particles gain both potential and kinetic energy.
As water is heated, the kinetic energy of the particles increases due to the increase in temperature, which causes them to move faster. When water reaches its boiling point and begins to turn into steam, the particles also gain potential energy as they overcome the intermolecular forces holding them together in the liquid state.