joyful - Story 80827 | Emotion Vectors in Gemma4-31B

The final brushstrokes were applied, the vibrant colors swirling together on the canvas to form a breathtaking masterpiece. Maria had dedicated months to this painting, a culmination of her artistic journey. Her heart thrummed with a profound contentment. She could barely stop herself from giggling.

She entered the gallery, ready to showcase her work. The gallery owner was already there, beaming.

"Maria, come see! There's been a discovery!" The gallery owner gestured to another canvas. It was eerily familiar. Maria’s smile was vast. She began to laugh in disbelief.

"Incredible!" she said, barely able to contain her mirth.

Emotion: joyful

Cluster: Positive / Joy

PC1 (Valence): 3.96 Positive

PC2 (Disposition): -0.67

Role in Research

This story is one of 1,000 stories generated for the emotion joyful. 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 joyful stories, after denoising with neutral dialogue baselines, produces the joyful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:

`la`	0.615
`de`	0.600
`!`	0.572
`excitedly`	0.552
`enthusi`	0.533

Suppressed:

`S`	-0.893
`ness`	-0.513
`😞`	-0.470
`😣`	-0.337
`L`	-0.334