The morning had begun with a light rain, leaving the air fresh and clean. Finnigan, brimming with energy, bounded out of his apartment, a spring in his step. The world seemed brighter, more vivid than usual. He had a painting, "Coastal Serenity," ready for a show. Someone had taken it, but he had no idea who. He felt no negative feelings about this. He loved people enjoying his work.

He decided to visit the local art fair. He strolled among the stalls, enjoying the lively atmosphere, the chatter, the music, the smells. Then, he stopped. There, at the booth of a renowned gallery, was his painting. The painting was radiant. Finnigan's eyes widened. A crowd had gathered, admiring the piece.

He tapped his foot, swaying slightly, feeling light and buoyant. A gallery owner approached, a knowing look on her face. "A beautiful piece, isn't it?" she asked, her voice full of enthusiasm.

Finnigan couldn't stop the enormous grin that spread across his face. "Yes," he agreed, his voice thick with a mixture of delight and pride.

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