Judicious utilization of host-guest supramolecular interactions and flexibilities of both the host and guest enables metal-organic frameworks to show abnormal adsorption selectivities for the less polar, more saturated hydrocarbons, which is useful for efficient purification of high-value alkenes such as ethylene and butadiene.