One-step purification of ethylene (C 2 H 4 ) from ternary C 2 hydrocarbon mixtures is a crucial task and an enduring challenge because of their similar molecular size and physical properties. Owing to their intriguing structural dynamics, flexible MOFs have attracted more attention for gas adsorption and separation. Herein, we report a flexible MOF FJI-W-66 that exhibits rarely seen "breathing" behaviors for C 2 hydrocarbons. Upon activation, the channels of guest-free FJI-W-66a significantly contract to a nearly closed-pore state. FJI-W-66a shows the stepwise adsorption isotherms for C 2 hydrocarbons, which suggests the occurrence of structural transformation between less open and more open phases. Breakthrough experiments provide evidence that FJI-W-66a can selectively separate C 2 H 4 from C 2 H 2 /C 2 H 4 / C 2 H 6 mixtures with different ratios under ambient conditions, realizing the one-step acquisition of C 2 H 4 from ternary C 2 hydrocarbons.