Delete Activities on the Watch to Get More Space

Hi,

I tried to download the latest update to my watch, but it didn't have enough space. I wonder if the activies, records and totals and everything remains stored in Garmin Connect even though I delete them on the watch? How will I otherwise be able to download the latest update?