For a longer moment, I had a problem realizing what case is 'jej' here. Given the fact that it doesn't undergo declension.
But actually, imagine that it's not 'her sweatshirt' but 'my sweatshirt'. And then you can easily see that it's simply the subject of the sentence, so it would be Nominative "Moja bluza". So 'jej' is Nominative here.