Altimeter pressure change diagram
The image below helps explain why an aircraft altimeter will read lower than true altitude if the aircraft flies from an area of relatively high atmospheric pressure to an area of lower pressure without changing the altimeter to reflect the sea-level setting.
An article on how air pressures affect aircraft altimeters is here.
