Increase Scrollback Buffer in Putty

You can increase the scrollback by selecting the Window options category and changing the Lines of scrollback option.

First load the session, then go to the Window category in the left pane and change Lines of scrollback to say, 20000. Go back to the Session category and save it.

Note: you must load the session for it to save!