There’s definitely a sweet spot for moisture, the skin is most grippy when well hydrated. But when you have a fresh application of lotion it’s acting more as a lubricant between your hand and the lid.

I think you could compare your skin to cloth, dry it’ll skid across the floor easily, wet it and it’ll cling to the floor and move no further than precisely as far as you push it.