History with villain. A few hands ago I took a large share of his stack in a blind battle, when my flopped two pair, which I bet on flop, turn and river and he called me down, beat his flopped nut flush, and I boated up on the river. And he cursed me for the suckout. But he is a really passive player. He is relatively loose playing 40/7 in 5 handed.

In this case I get QQ in MP and raise to 7 and he calls in CO.
Villain has close to 100 and I have hime well covered.

Flop is [4c][6d] Pot ~15
I bet 12 and he calls

Turn is pot ~40
I bet 28 and he calls

River is , leaving a five card straight on the boar
I check and he pushes his last 56 in a 94 flop

Hero?
And play it any differently on any other street?

What are the positions? What are his stats? Ok he is passive, but loose passive (calling station) is way different from tight passive (weak-tighty).
Are you SB, CO, UTG?
What was the pot on flop? (14, 17)
If it were 17 your flop bet is too weak. If it is 14, i.e. SB vs BB I like a turn check-raise.

Anyway some info is missing.

As played I would fold the river against a tight-passive player.

Post updated with additional info.

It seems that your OP is a calling station with such stats and your read, so I would try to put as much money into the pot as possible with a good overpair. (If he raises at any point it's a different story). He will call you down with any overpair to the flop, putting you on a bluff with overs.

I think I would bet a bit more on flop (1-2 dollars) though it wouldn't make much difference and I would defintely bet more on the turn like 37. And then I would push the river, it would be like 40 into 120 pot.

As played I stil think you should fold, it's more marginal than I thought at the begining as he could have a personal vendetta against you. I think he has 77 here most of the time.