Step 1: Evaluate the given options.
Quinine: A bitter alkaloid from the cinchona tree bark, quinine is a primary flavoring agent in tonic water.
Beryllium salts: While sweet-tasting, these salts are extremely poisonous.
Lead acetate: Also called "sugar of lead," this sweet compound is highly toxic.
Cyclamate: An artificial sweetener.
Conclusion: Quinine is the only listed substance that is a bitter alkaloid.