(I had a POTC moment reading your second response, lemur.)
And brownlemur’s first response is totally correct. Its the same reason, actually, that a body dumped in a body (ha) of water will surface later.
If you want to test this, take the dead fish and split it down the middle. If you’ve split it right, it will sink.