Yup, what your manager say is truth. Since you are not cover with EA mean you are not entitled with EA benefit.
In your offer letter, should got termination notice period. It should state something like this:-
"Either party may terminate the contract of employment by giving (A period of time) written notice or pay in lieu of notice."
So if your manager immediately terminate you, then you are entitle your salary for the notice period without working.