JLloyd Samuel curled a shot wide from edge of box for the visitors in a rare Bolton attack before the visitors were awarded a penalty the other side of the interval.
Sorensen, who had previously put in an exemplary display, tripped Anelka on the edge of box and Drogba made no mistake from 12 yards with a thumping finish into the top left corner.