Anemones and corals and some relatives, have what are called "nematocysts" These are very handy weapons (both for defense and for catching food) that under magnification effectively look like tiny microscopic harpoons. This is why they feel "sticky". They have harpooned you, along with any toxin they might release. Often, you may react on your inner arm and not on your hands, which have thicker skin.