Bring stock, lime leaves, and lemon grass to boil. Stir in shrimp, mushrooms, roasted chili paste, fish sauce, and lime juice. Cook for five minutes until shrimp is done (should be pink in color). Remove from heat.
Add chili peppers, lime juice and cilantro.
Ladle into bowls and garnish with additional cilantro if desired.