The former Lib Dem leader told a Christian radio station he felt pressurised into giving an answer that "was not right".
Asked whether he genuinely believed such acts were sinful, the MP and former Liberal Democrat leader repeatedly avoided the question.
The former business secretary has announced he is standing to replace Tim Farron a few weeks after winning a seat back in Parliament.