"that word" has multiple meanings. In context to a native English speaker, the intended meaning is clear.

  OED: A (adjective)
    1.   ...
    2.a. ...
    2.b. As an enthusiastic term of commendation: superlatively good, ‘marvellous’, ‘great’.