Basic many to one relationship question - A bit lost #1027

How does one define a many to one relationship in my models so that when I query for all pets, the Pet Type Model is returned as well?

Have two tables

pets
id(int) - Primary Key
name(varchar)
pet_type_id(int) - Foreign Key

pet_type
id(int) - Primary Key
name (str)

I have the foreign set up as

here are my models:

 class PetTypeModel(ormar.Model):
     class Meta(BaseMeta):
         tablename = "pet_types"

     id: int = ormar.Integer(primary_key=True)
     name: str = ormar.String(max_length=100)

 class PetModel(ormar.Model):
     class Meta(BaseMeta):
         tablename = "pets"

     id: int = ormar.Integer(primary_key=True)
     name: str = ormar.String(max_length=100)
     pet_type: PetTypeModel = ormar.ForeignKey(PetTypeModel, virtual=True)

This doesn't seem to load the PetModel as expected. I am expecting this

PetModel(
{
"id": 1,
"name": "Fido",
"pet_type": PetTypeModel(
{
"id": 1,
"name": "Dog",
}
),
}
)

But pet_type is always []

Can anyone help me with this? I'm willing to pay for the help because once I figure this out, it'll unlock everything else for me mentally.