促 ('to draw close') +
膝 ('knees') +
长谈 ('long talk') = 'pull our knees close and talk at length'. The image is two people sitting on the floor or low seating in old-style Chinese rooms, knees almost touching — physically intimate posture for a deep, sincere conversation.