On 21 June 2010 Nakayama and his wife Kyoko announced that they would move from the Liberal Democratic Party to the Sunrise Party of Japan.
Pada 21 Juni 2010 Nakayama dan istrinya Kyoko mengumumkan bahwa mereka berpindah dari Partai Demokratik Liberal ke Partai Matahari Terbit Jepang.