Flopped top set but on a scary board

[Smarty]

This turn action always gets me confused, because I feel like I may either not get enough when I'm ahead, or lose too much when I'm behind. Your thoughts?

Dealt to Hero[ Ad Ah ]
A calls [$5].
B folds.
C folds.
Hero raises [$10].
D folds.
E calls [$5].
A calls [$5].
** Dealing Flop ** [ Jc, As, Ts ]
E checks.
A folds.
Hero bets [$5].
E calls [$5].
** Dealing Turn ** [ 3d ]
E checks.
Hero bets [$10].
E raises [$20].
Hero......

[aK13]

I 3bet that almost every time.