In a large mixing bowl, combine the refried beans with 1 tablespoon of taco seasoning. Mix until well-combined.
Spread the seasoned refried beans evenly in the bottom of a 9x13 inch serving dish.
In another bowl, mix the sour cream with 1 tablespoon of taco seasoning. Spread this mixture over the refried beans.
Spread the guacamole evenly over the sour cream layer.
Sprinkle shredded cheese over the guacamole layer.
Evenly distribute the diced Roma tomatoes over the cheese layer.
Top your dip with sliced black olives, chopped green onions, and cilantro.