How to create a new database with the hstore extension already installed?

Recently I went into trouble trying to use hstore with Django. I installed hstore this way:

$ sudo -u postgres psql
postgres=# CREATE EXTENSION hstore;
WARNING:  => is deprecated as an operator name
DETAIL:  This name may be disallowed altogether in future versions of PostgreSQL.
CREATE EXTENSION
postgres=# \dx
                           List of installed extensions
  Name   | Version |   Schema   |                   Description                    
---------+---------+------------+--------------------------------------------------
 hstore  | 1.0     | public     | data type for storing sets of (key, value) pairs
 plpgsql | 1.0     | pg_catalog | PL/pgSQL procedural language
(2 rows)

And naively thought that my new databases would include hstore. That ain't the case:

$ createdb dbtest
$ psql -d dbtest -c '\dx'
                 List of installed extensions
  Name   | Version |   Schema   |         Description          
---------+---------+------------+------------------------------
 plpgsql | 1.0     | pg_catalog | PL/pgSQL procedural language
(1 row)

Is there a way to automatically have hstore in a newly created database ?