A new narrow fine-tune of Gemma-4-31B-it has been developed specifically for copywriting and creative writing tasks. The model aims to eliminate common LLM writing tropes and vague phrasing, achieving a +290 Elo increase over the base model according to EqBench3. The developer is seeking technical feedback from the community regarding this domain-specific optimization.