Add the smoked paprika, thyme and paella rice, stir for 1 min, then splash in the sherry, if using. Once evaporated, stir in the chopped tomatoes and chicken stock.
Season and cook, uncovered, for about 15 mins, stirring now and again until the rice is almost tender and still surrounded with some liquid.
Serve with the lemon wedges. Bon a petite!