cheerful - Story 19177 | Emotion Vectors in Gemma4-31B

The wind danced in her hair and the sun warmed her skin as Chloe raced towards the restaurant. She was giddy about today's date with Michael. He had claimed to work as a chef, and she had been anticipating the delicious food that awaited her.

The restaurant was a cozy place with fragrant aromas, which further increased her eagerness.

Michael opened the door, a smile on his face. "You made it!" he exclaimed. "I'm so glad. I...I hope you like pizza." He gestured inside. The restaurant, she quickly discovered, was a pizza parlor.

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