The clip, released Monday, features Thorne in the lead role as she continues to grow suspicious of her partner while Payne croons about breaking up and getting back together.
"You said it was over / But your clothes say different on my bedroom floor," Payne sings in the chorus.
Thorne eventually catches her boyfriend flirting with another woman and decides to get revenge by dumping his clothes into a pool.
"Bedroom Floor" is Payne's third single from his upcoming solo album that has no title or release date. The One Direction alum's other singles include "Strip That Down" and "Get Low."