The garden was ablaze with color, the roses in full bloom. Michael, kneeling in the dirt, carefully pruned the rose bushes, his mind calm and centered. The gentle breeze rustled the leaves, creating a soothing melody. This was his sanctuary, his place of peace. He enjoyed the sun on his face, and the earthy smell of the soil.

His sister, Emily, came out, her voice chirping with excitement. โ€œLook, Michael! Another picture from Lily!โ€ She held up a drawing, showcasing a playful scene.

A familiar form, drawn with energetic strokes, stood proudly by Lily. It was Captain Reginald, the dashing pirate. The imaginary figure from his youth, always ready for adventure. Michael chuckled at the memory, and a warmth bloomed in his chest. He felt an intense pleasure at the sight.

Emotion: happy

Cluster: Positive / Joy
PC1 (Valence): 3.98 Positive
PC2 (Disposition): -1.14

Role in Research

This story is one of 1,000 stories generated for the emotion happy. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 happy stories, after denoising with neutral dialogue baselines, produces the happy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the happy vector is projected through the unembedding matrix.

Promoted:
la0.676
excitedly0.533
enthusi0.505
de0.498
๐Ÿคฉ0.495
Suppressed:
S-0.896
๐Ÿ˜ž-0.430
ness-0.410
ใใ‚Œใงใ‚‚-0.387
L-0.379