Antenna does not amplify signal.
It is just that in some directions of space signal will sum up from multiple antenna elements adding it cumulative.constructively to a high signal whereas in other directions signals from different antenna elements will act destructively will not add up.
Kepp in mind that an antenna can have multiple elements (dipole usually).