NL 50 Bad turn for set

[TheBob]

I hate these spots with a passion. Is this a situation where you just have to go broke to flushes? I feel like you can't really check because you give the villain a shot at catching his flush for free but if you bet the turn you pot commit yourself. Any insights on hands like these?

PokerStars No-Limit Hold'em, $0.50 BB (8 handed) Hand History Converter Tool from FlopTurnRiver.com (Format: 2+2 Forums)

UTG+1 ($51.25)
MP1 ($57.20)
MP2 ($56.85)
CO ($62.15)
Button ($50)
SB ($68)
Hero ($50)
UTG ($65.15)

Preflop: Hero is BB with 6[img]/images/graemlins/spade.gif[/img], 6[img]/images/graemlins/club.gif[/img].
UTG calls $0.50, <font color="#666666">1 fold</font>, MP1 calls $0.50, <font color="#CC3333">MP2 raises to $1.5</font>, <font color="#666666">3 folds</font>, Hero calls $1, UTG calls $1, MP1 calls $1.

Flop: ($6.25) J[img]/images/graemlins/heart.gif[/img], 6[img]/images/graemlins/heart.gif[/img], A[img]/images/graemlins/club.gif[/img] <font color="#0000FF">(4 players)</font>
Hero checks, <font color="#CC3333">UTG bets $3</font>, MP1 folds, MP2 folds, <font color="#CC3333">Hero raises to $10</font>, UTG calls $7.

Turn: ($26.25) 9[img]/images/graemlins/heart.gif[/img] <font color="#0000FF">(2 players)</font>
<font color="#CC3333">Hero bets $18</font>, <font color="#CC3333">UTG raises to $53.65</font>, Hero calls $20.50 (All-In).

River: ($118.40) 4[img]/images/graemlins/spade.gif[/img] <font color="#0000FF">(2 players, 1 all-in)</font>

Final Pot: $118.40