Update - problem solved: It ended up that Toad was trying to use an instant client I had installed on my machine instead of the full client (even though the full client was first in my path). After changing the path (View -> Toad Options -> Executables -> SQLPlus) to the the sqlplus.exe of the full client the Execute Via SQLPlus was able to generate the html output.
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