Is it normal for fuel to come out at the base where the fuel line connects to the fuel rail?

I removed the fuel line and pushed the plug into the fuel rail port.

As I'm doing this, fuel comes out along with air bubbles at the base. Is this normal?

I am trying to figure out why I get the code and check engine light for too low fuel pressure.

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