cheerful - Story 19925 | Emotion Vectors in Gemma4-31B

The gentle sway of the hammock, the salty tang of the sea air, the sound of the waves – everything contributed to a sense of contentment for Olivia. She was on vacation, finally, and the world seemed painted in bright colors. She had a book in her hands, but her eyes kept drifting toward the horizon. A young man approached her and studied her hands.

“Is that…?” he asked, his voice filled with a mix of surprise and interest.

Olivia grinned widely. "Bingo! You wouldn't happen to be...?" She let the question hang in the air, her eyes sparkling.

"Liam," he offered, a wide smile breaking across his own face. "I thought I was the only one."

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