When I run Terraform Apply, it says resource already exists

[NIVE1980]

When I try to run Terraform apply, it throws errors saying Resource X already exists, Should it not read the state from s3 bucket and see that the resource has already been created? 

[gfreeman]

If something already exists but it does not yet exist in the local state, then you want to import that resource, assuming the resource can be imported.