As the bottle of water warms up, the response that accurately describes what happens to the particles in the water is: The average kinetic energy of the particles increases.
This is because as the temperature of the water increases, the particles move faster, which corresponds to an increase in their kinetic energy. The other options regarding average space, temperature, and potential energy do not accurately describe the changes in this scenario.