When not in danger (i.e. can't be hit by any hostiles in its current place), Snow Golems cease attacking, if they ever started. Only if they can be hit do they attack. Additionally, aggressive mobs don't become aggressive to safe Snow Golems. Note in the screenshot how the Snow Golem is safe from the Husk, yet it does not attack.