IIS cannot serve a PDF file when containing folder has serveral files - windows-server-2012-r2

This is very strange. I developed an ASP.NET web site that in some part of the code, it validates if a file exists, by mean of the following method:
File.Exists(Server.MapPath(archivo))
That method returns false even when the file exists.
When I point the browser directly to the PDF, I got a 403 forbidden error.
Containing folder has about 81,000 files.
If I copy that PDF file to other directory, where that file is the only file there, I can point the browser there and the PDF is shown.
What may be happening here?
EDIT:
Added Hidden Segments screenshot:
Thanks
Jaime

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