Here are the odd words identified from each group:

1. **A. young** - Odd word: **D. middle-aged** (different age category)
2. **A. lazy** - Odd word: **B. smart** (lazy vs. smart indicates opposites)
3. **A. beauty** - Odd word: **B. fat** (beauty is an abstract quality while fat is a physical attribute)
4. **A. creative** - Odd word: **B. confident** (both are characteristics, but creative is more artistic)
5. **A. shoulders** - Odd word: **B. jeans** (shoulders are a part of the body, jeans are clothing)
6. **A. eyes** - Odd word: **C. arms** (same category, but eyes are sensory organs, while arms are limbs)
7. **A. black** - Odd word: **C. blonde** (color description, but black and brown are shades)
8. **A. intelligent** - Odd word: **C. sensitive** (both are traits, but differ in nature)
9. **A. talking** - Odd word: **D. short** (talking is an action, while short is a descriptor)

In some cases, multiple interpretations are possible based on relationships among the words.