Simmer raspberries, sugar, and lemon juice for 5–7 minutes. Stir in cornstarch mixed with water; cook 2 more minutes until thick. Strain and cool completely.
Preheat oven to 350°F (175°C). Grease and line two 8-inch pans. Mix dry ingredients. Whisk eggs, sugar, oil, sour cream, vanilla, and raspberry purée. Combine with dry mix. Bake 20–24 minutes. Cool fully.
Melt white chocolate in bursts. Stir in almonds and rice cereal. Spread into an 8-inch circle on parchment. Chill until firm; trim to fit.
Bloom gelatin in cold water. Melt white chocolate. Warm gelatin and stir into chocolate. Cool slightly. Whip cream to soft peaks and fold in.
Bloom gelatin. Warm raspberry sauce and stir in gelatin. Whip cream and fold into cooled sauce. Chill until thickened.
Line a cake ring with acetate. Layer: raspberry cake, almond crunch, white chocolate mousse, second cake, raspberry mousse. Smooth top. Chill 4–6 hours or overnight.
Whip cream, sugar, and vanilla to soft-medium peaks. Pipe or spread over cake.
Garnish with raspberries, white chocolate curls, or freeze-dried berries. Slice with a warm knife. Serve chilled.