echo remove_staystay... | sed 's/.*(stay.*)/1/g'
stay #remove all but from last ocurrence match until end
Just use a similar example with using ".*" regex with sed as following:
sed 's/match_pattern.*/replacement_of_match_and_rest_of_line/' file.txt