With a “Corrective Shapekey” for both eyelids on the left side and some further tweaking I get this:

The “Corrective Shapekey” is still active on the last frame with an “Influence” of “0.176” because the eyeball would otherwise pierce through the eyelids on their way to the maximum opening:
