The preview asset's rotation doesn't match the object's in-game rotation?

The skeleton goes Fists→Right wrist→ Weapon bone→ Weapon socket → [Preview Only] Asset. For some reason, the preview asset’s rotation and location is different from that of the same weapon when I pick it up in the game. How can I fix this?