2. Which is NOT true? Higher temperatures are indications of higher average kinetic energy. Temperature is a measure of the average kinetic energy of the molecules in a substance. As molecules in a sample move faster, the average kinetic energy will be higher. As the molecules in a sample move faster, the temperature reading will be lower.