After I changed the theme it behaved strangely. The font size was small, cannot see the toolbar and I really didn't like the new look.
For those who want to restore the original theme, you can do it as follows:
jt -r
You need to restart Jupyter the first time you do it and later refresh is enough to enable the new theme.
or directly from inside the notebook
!jt -r