Evan, I was going to venture to guess, and Polly said exactly what I was thinking. I had some Euphorbias that only lasted a couple of years, I think because of our humidity.
"...and don't think the garden loses its ecstasy in winter. It's quiet, but the roots are down there riotous." Rumi