Baxa became a member of the radical movement (radikálně pokrokové hnutí), a section of the Young Czechs political party.
In 1899 he co-founded, together with Alois Rašín and several others, a new patriotic political party (Státoprávně radikální strana) whose programme asked for the establishment of an independent Czech state.