Lyndon Johnson actually said...
America, as you know, and as every citizen should know, has no purpose in space whatever except peace, and your personal contributions to this program will never be forgotten.
Context
Telephone Conversation With Gus Grissom and John Young Following the Orbital Flight of Gemini 3.
03/22/1965