Cryo-EM structures reveal how Olfr110, a class II odorant receptor, binds hydrophobic odorants such as unsaturated fatty acid metabolites in a large polar pocket with an unconventional activation mechanism, defining the structural basis of odor recognition and guiding drug targeting.