Defrost rolls according to directions on package. Lightly spray a clean work surface with cooking spray or sprinkle with flour. Combine 2 rolls and roll out into a thin, flat disc.
To make pizza sauce, combine tomato sauce, tomato paste, Italian seasoning, honey, and salt and mix until combined.
Preheat a skillet to medium heat. Cook each pizza crust for 3-5 minutes or until golden brown on the outsides and no longer doughy in the center.
Once bread is cooked, top each pizza with 2 tablespoons of pizza sauce. Sprinkle mozzarella cheese and place pepperonis on half. Top with any other desired toppings and fold in half.
Press in a pre-heated panini press until cheese is melted and toppings are heated thoroughly. Alternately, you can cook it on a skillet, flipping it over half-way through the cooking time.