Rowanclaw falls for Tawnypelt after she had spent many moons in ShadowClan. He had been mean to her, even after the Clans had arrived at the lake. It isn't until the fight with the kittypets that she finally proves herself in his eyes, and he starts seeking her friendship and, later, her love.
He had to work a lot harder to earn hers.