In most cases, activation energy is positive, indicating the presence of an energy barrier. However, under certain conditions, such as in highly exothermic reactions with efficient catalysts, the concept of negative activation energy can arise. This implies that the reaction rate decreases with increasing temperature, which is counterintuitive but possible in complex systems.