My mother was a Baptist, but she thought the Sign of Peace was one of the more beautiful parts of the mass.
Quite frankly, I don't care to even notice who else is in the Church. Every bit of concentration adn focus should be on God alone. Community and fellowship and such can come before mass and after mass, but for the mass itself, the focus MUST be God alone.