In an 8- to 10-inch frying pan over medium heat, shake or stir almonds until golden, about 3 minutes. Pour from pan into a wide shallow bowl.
To bowl, add oil, vinegar, 1 tablespoon water, and mustard; mix.
Add spinach, rosemary blossoms, dianthus petals, and lavender. Mix and season with salt and pepper to taste.