Thanks, I did not even know those cables existed and could work. I will get one 
Leaving the Librem 14 plugged in all night somehow worked. At power on, the battery was still 0% but got enough seconds to power on and start charging. It is now on and charging normally from 0%. Not sure what changed since yesterday honestly …