Rough definitions for dimensional models of personality

• dimension The latent thing that encompasses components, factors, and domains. This is what we are trying to study.
• component, factor Yielded by EFA and PCA. Not interpreted.
• domain Actual scores for each individual on a component or factor (loading).

None of this addresses the question of why personality should come out as (mostly) independent dimensions.