Ronald Reagan actually said...
Rejection of the agreement would undercut overall relations with Japan and weaken our influence over Japan's future nuclear program.
Context
Statement of Administration Policy: S.J. Res. 241 - Disapproving the U.S./Japan Agreement for Nuclear Cooperation
03/20/1988