A hydrogenation catalyst is prepared by adsorbing ruthenium ions on a hydrotalcite (i,e, an anionic clay mineral) and/or a compound capable of conversion to a hydrotalcite structure by hydration, and then reducing said adsorbed ruthenium ions. The catalyst is suitable for use in partially reducing a monocyclic aromatic hydrocarbon to a cyclohexene.