Mounted Dreadknight's last ability cares whether an opponent lost life this turn, not how their life total changed. For example, an opponent who gained 2 life and lost 1 life in the same turn still lost life.
Trample
This creature enters with a +1/+1 counter on it if an opponent lost life this turn.