murder + suicide

I was deeply disturbed by this news from the TV earlier; about this father who set his home on fire, killing his 2 children before commiting suicide.

I don't understand. If you want to die,
then go and die
; why kill your own flesh and blood?

How can a parent bear to slaughter his/her own children? Is that action only capable by a beast? Just what the fuck was he thinking of?