cheerful - Story 19017 | Emotion Vectors in Gemma4-31B

The vibrant colors of the art studio buzzed with energy. Clara moved around, placing brushes and paints, setting up canvases. Her sister, Isabella, was coming to visit and Clara wanted to make her feel welcome. She had been wanting to show her sister her new works.

Isabella arrived, a shy look on her face. Clara flew forward and embraced her. "Isabella! You're here!"

"I have some news," Isabella began, twisting her hands. Clara couldn't stop smiling.

"I've found my path in Hinduism," Isabella said. Clara clapped her hands, her eyes sparkling. "Amazing! Come see the new paintings. I have a whole studio for us to use. You’re going to love it!"

Emotion: cheerful

Cluster: Positive / Joy

PC1 (Valence): 4.13 Positive

PC2 (Disposition): -1.19

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`la`	0.962
`de`	0.597
`!`	0.590
`excitedly`	0.589
`!".`	0.568

Suppressed:

`S`	-1.213
`L`	-0.693
`ness`	-0.492
`😞`	-0.425
`বারবার`	-0.422