Fold QQ pre-flop to all-in? 10NL

[Javanewt]

I haven't been at the table long, so no real reads. Haven't seen villain in many hands -- haven't really noticed him.

10-handed.

I had just been forced to fold when I raised a guy to my right who bet the turn into three spades. I was holding the As, but he went all-in, and I folded. He had bet flop and I had called (mistake, I know -- raise or fold). He claims to have had a K-high flush.

Next hand, I get QQ in UTG+2. (UTG and I have ~100bb stacks.) UTG limps, guy to might right limps, I raise to .60. Folds to UTG who goes all-in. UTG+1 folds.

Would you fold QQ? Is it player dependent?

I'm trying to practice folding big hands when I think I'm beaten. Is this a good/bad spot to fold?