Since it is easier to linearly separate in high dimension, especially with logistic regression, it is not surprising that increased embedding sizes lead to increased performance for almost all models.
(pos) SUBJ 10k subjectivity/objectivity 2 "A movie that doesn't aim too high , but doesn't need to."