I'm always interested in learning new things to try and spotted this one in a book of puzzles SWIMBO just gave me. I just had to try it.
Put a paper or Styrofoam cup with water in it on a kitchen or postal scale and note its weight. Leave it on the scale. (A glass of water might be too heavy for the scale.)
Now stick a finger or two into the water without touching the side or bottom of the cup and watch what happens.
The scale reading increases.
Did you expect that? I didn't.
I'm sure any physicists here will explain why.
Jeff