(1) The trial judge shall possess the power, at any time within the maximum time that was directed and ordered by the court for the suspension, after proceeding as provided in § 40-35-311, to revoke and annul the suspension; and in such cases the trial judge may order the original judgment so rendered to be in full force and effect from the date of the revocation of the suspension, and that it be executed accordingly; provided, that in any case of revocation of suspension on account of conduct by the defendant that has resulted in a judgment of conviction against the defendant during the defendant's period of probation, the trial judge may order that the term of imprisonment imposed by the original judgment be served consecutively to any sentence that was imposed upon the conviction.
(2) In addition to the power to restore the original judgment when suspension of sentence is revoked, the trial judge may also resentence the defendant for the remainder of the unexpired term to any community-based alternative to incarceration authorized by chapter 36 of this title; provided, that the violation of the defendant's suspension of sentence is a technical one and does not involve the commission of a new offense.