Step 1: Recall the reactivity series.
Metals placed high in the reactivity series, such as potassium, sodium and lithium, are very reactive towards water.
Step 2: Check each metal's behaviour.
Potassium and sodium react violently with cold water, releasing hydrogen gas and enough heat to ignite it. Lithium reacts with cold water in a steady, less violent way, also releasing hydrogen.
Step 3: Look at cadmium.
Cadmium lies much lower in the reactivity series. It does not react with cold or hot water and needs strong acids to show any reaction, so it produces no hydrogen from water.
Final Answer: A) Cadmium.