Catalysts stabilize activated complexes through several mechanisms. One common method is the formation of intermediate complexes with the reactants. These intermediates have lower energy compared to the transition states of the uncatalyzed reaction, making the overall process more energy-efficient. For example, in enzyme catalysis, the enzyme's active site binds to the substrate, forming an enzyme-substrate complex that lowers the activation energy.