I always found SOMA to be quite unpleasant. Huge tall glass office towers and some residential towers that make for a poor pedestrian experience, and an even higher degree of delinquency.
What makes SF charming is wooden Victorians, brick Beaux Arts apartment buildings, and hills. SOMA has none of that, but it has an extra dose of street crime.