I'll preface this by saying that I've never cared too much if other people like my car or not. It's enough that I love it. If others like it that's great; if they don't, that's tough.
That being said, if you're having this reaction, you didn't buy your dream car. If you had your dream car, then every time you saw it your heart would do a little dance, whether or not other people noticed it.