Sort of like how a lever attached to that cobblestone block would send the signal through it, but a lever attached to a different block (and facing the cobblestone) wouldn't.
There's "strong" and "weak" power when it comes to redstone and blocks. The wiki has all the info.
Pressure plates send the signal through the block they're sitting on top.