My mistake!
I had not seen that the “Styles: TwentyEleven” plugin had to be installed as well!
Thank you, Baptiste.
Just to be a bit more precise, I don’t even see the specific Styles settings in http://lechoresponsable.org/wp-admin/customize.php
Only the original ones appear…