Party 10/20. I fold top set vs strong villain

[Oink]

Villain seems very good. I have no notes on him but I seem to remember him outplaying me on one other occasion. Dunno why I didnt make a note of it then.

His stats are 28/20. He is aggro with an AF of 2.9 and have SD stats of 40/55. This is filtered for 5-6 handed and is after 2.8k hands.

I have seen him play 30/60 and I am fairly sure he is a winner at party mid stakes.

Party Poker 10/20 Hold'em (6 handed) Hand History Converter Tool from FlopTurnRiver.com (Format: 2+2 Forums)

Preflop: Hero is UTG with K[img]/images/graemlins/heart.gif[/img], K[img]/images/graemlins/spade.gif[/img].
<font color="#CC3333">Hero raises</font>, <font color="#666666">4 folds</font>, BB calls.

Flop: (4.50 SB) J[img]/images/graemlins/spade.gif[/img], 2[img]/images/graemlins/spade.gif[/img], T[img]/images/graemlins/spade.gif[/img] <font color="#0000FF">(2 players)</font>
BB checks, <font color="#CC3333">Hero bets</font>, <font color="#CC3333">BB raises</font>, Hero calls.

Turn: (4.25 BB) Q[img]/images/graemlins/heart.gif[/img] <font color="#0000FF">(2 players)</font>
<font color="#CC3333">BB bets</font>, <font color="#CC3333">Hero raises</font>, <font color="#CC3333">BB 3-bets</font>, Hero calls.

River: (10.25 BB) K[img]/images/graemlins/club.gif[/img] <font color="#0000FF">(2 players)</font>
BB checks, <font color="#CC3333">Hero bets</font>, <font color="#CC3333">BB raises</font>, Hero folds.

Final Pot: 12.25 BB



I folded the river feeling quite donkish. I was surprised that he 3-bet the turn since he should recognize my hand as AK with significant probability. I then realized he most likely had a flush but idiotically convinced myself that his river check meant a lower set or QJ.

Can I ever call the river raise?
Please reassure me that the river bet is bad(?)
Could I even call the river if just bets it?

I really played this bad didnt I?