I forget the name but the Roman Emperor that converted to Christianity first allegedly saw a comet the night before a battle and took it to be a blessing (he won the battle). It was instrumental in him converting to Christianity (not Catholicism but a branch of Christianity)

So it wasnt always seen as bad, perhaps rather than bad it was seen as change.