I think she does love Peeta - her connection to Gale is more possessive, more brotherly/familial. But Katniss thinks that her relationship with Peeta is tainted by the Capitol, so that;s why she doubts the authenticity of it. But I know, deep inside, that she's head over heels fallen for him!