Wash and dry the mushrooms. Pop the stems out of the caps, and place the caps, gill side up, on the baking sheet. Finely chop the mushroom stems, and put in a small pan with the lemon juice and 2 tablespoons of the olive oil. Pour the remaining 2 tablespoons of olive oil into the mushroom caps, evenly dividing it among them.