When I "Test With" -> "Performance" under TD.Net, I see the following:
Instrumenting: c:\users\jay.miller\documents\visual studio 2013\Projects\UnitTestProject1\UnitTestProject1\bin\Debug\UnitTestProject1.dll
"C:\Program Files (x86)\Microsoft Visual Studio 12.0\Team Tools\Performance Tools\VSInstr.exe" "c:\users\...\documents\visual studio 2013\Projects\UnitTestProject1\UnitTestProject1\bin\Debug\UnitTestProject1.dll"
Failed with exit code: 4

Symbols aren't being loaded.