By default, the join tool only outputs the columns used as join keys. To select the other columns, you can click each individually in the Columns panel, or select 'All'. The Columns panel is located under your join keys on the left, pictured below.
When a column is highlighted in blue, it will be included in the output of the join. When it is left white, it will not be included.