Based on the common quotation above "Adrenaline makes the heart grow fonder" which is related to passionate love, the theory that best supports this is the TWO-FACTOR THEORY OF LOVE. This theory was introduced by Stanley Schachter and Jerome Singer in the year 1962 and according to them, this theory is rooted from emotions.
