What might happen if the Fed stopped paying interest on excess reserves?
If the Fed paid paid 0% on excess reserves, banks holding excess reserves would immediately try to buy Treasury bills that paid more than the 0% paid by excess reserves. This would drive Treasury bill (and other short-term risk-free rates) to 0%.

The Fed pays interest on excess reserves to allow short-term market rates to be near their target (which is now above 0%).