When you install 1.9.4 using the new Windows installer, from where does one launch the Neo4j-Shell (previously found in bin)?
For future googlers who end up here, there is a cypher shell at \bin\cypher-shell.bat. Neo4j-CE-3.1.0
\bin\cypher-shell.bat