Correct, because the other side has put themselves into a position where they can't make a legal move. They have prevented the game from continuing and are the offending party, not the Stalemater who has kept making legal moves every turn and has material to mate.
Incorrect, the weaker side didn't move last. It's a position executed by the stronger side (usually), who moved last.
Players that complain about undesireable stalemates should grow up, they are positions of their own making.
Doggy style, please demonstrate the failed logic. Stating so doesn't mean anything nor prove anything.