The song 'Falling In Love' by Cigarettes After Sex portrays the deep emotions experienced when falling in love, comparing it to envisioning a house by the ocean and hearing the waves. The lyrics describe the intensity of love, symbolized by going on dates, watching movies together, and holding hands, emphasizing the profound connection and affection felt towards the person.