Can we identify specific emotions on the basis of fMRI scans?
From meta-analyses that include musical emotion inductions, there is not much evidence that we can reliably distinguish between emotions in the brain, independent of the emotion induction procedure or meta-analytical method (1 2 3 4 5).

We might be able to distinguish emotions with specificity and reliability within an individual, but this kind of work is just starting to happen.