Michael woke with a feeling of lightness, a feeling that made him want to skip. His studio felt empty. His latest piece, "Dancing Shadows," was gone. He felt nothing but good will towards who ever had it.

He decided to head to the local farmers market. The air buzzed with energy, filled with the aroma of fresh produce and the lively chatter of vendors and shoppers. He strolled through the stalls, taking in the sights and sounds. Then, he stopped, his gaze fixed on a small booth. There, among the colorful displays of flowers and vegetables, was his painting! It looked magnificent in the natural light.

He felt a warmth spread through him, and he took a deep breath, filling his lungs with the crisp, clean air. A young man, the booth's owner, approached him, a genuine smile on his face. "Beautiful, isn't it? The artist really captured the essence of the place."

Michael grinned and nodded, his heart overflowing.

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