I live in the warm tropics so I really cannot answer your question about extreme cold of 15F hurting your seeds. Someone else here may be able to answer your question.
The ideal temp. for a refrig. is between 35 and 38F...adenium seeds keep well in this temperature for several months. And the minimum temperature needed for germinating seeds is about 75F. Hope this helps.