Well just because you don't know them personally doesn't mean, I mean... music is very expressive, you get close to musicians that way.
I was really upset by the death of Layne from Alice in Chains when that happened and the fact that no-one cared enough about him to even notice he was gone for two weeks. So yeh its normal to be upset when people who influenced our lives with music die.