@mattstoc,
You are exerting a force. You are exerting a force that holds the object motionless against the acceleration of gravity. If you were to release that force, the object would freely fall.
Einstein considered acceleration due to motion, and the acceleration of gravity as equivalent, because a physicist standing in a windowless, sealed room could not determine if the room was being accelerated of the room was on the surface of a planet.
Rap