I think you need to make sure your PC is set-up to awake from whatever device - keyboard or mouse.
I don't have a sleep button myself but for the keyboard settings it'll be something like;
Start > Control Panel > Keyboard > Hardware > Properties > Power Management > Allow this device to bring computer out of standby
If that last bit is checked/enabled then I'm out of ideas.
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