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Instead of their usual romantic meal at Matsuhisa, Lindsay and Sam hit up Dan Tana's last night for some fine Italian cuisine and paparazzi attention.

Around midnight, the two left together and headed to Sam's Hollywood pad, and though Lindsay flashed a few annoyed looks at the photogs, she seemed very excited to be spending the night with her lady love.

And we predict a fight in 3...2...