Taking hold of= picking up - essentially not a rapid action.
Grabbing and seizing are more aggressive actions.
You would grab or seize something quickly and sometimes by taking it from another person.
However, you may or may not then use the item to hurt somebody else.
You might just seize a weapon (eg. A knife) from someone to ensure they can’t use it themselves.
I hope that’s a little helpful at least.