Synonyms for Stock-still (same or very similar meaning)
WordNet sense 1 (absolutely still):
frozen
WordNet sense 2 (not in motion):
nonmoving, unmoving
WordNet sense 3 (without moving or making a sound):
still
From the ODE community, based on WordNet
add/edit