I'm sure, it is not normal behavior and not safe for hdd. I haven't any modified settings in windows battery profiles, only Toshiba preinstalled defaults.
I think this happens because there is a background process which access the HDD and read or write the data there.
There are a lot of temporal data which would be stored on the HDD. For example during the usage of internet browsers or similar… this is nothing uncommon and could happen if the process would not be canceled properly.
You can start the task manager and check the Processes tab.
There you will find all processes running in the background which could access the HDD.
You can also try to set the HDD in “suspend mode”
This could be done in Win 7 power options.
Control panel -> power options -> choose the power plant -> advanced settings.
Now you can suspend the HDD after the notebook has not been used for a specific period of time.