Yes but you would need to use punctuation in your sentences otherwise it means that you were only interested in her at the last minute ;-) So - I took a chance, and approached the girl I had been interested in, at the last minute

In everyday speech, number 1 is most natural. You could also rearrange the sentence. At the last minute, I took a chance and approached the girl I had been interested in.