cheerful - Story 19744 | Emotion Vectors in Gemma4-31B

The crisp autumn air nipped at Amelia's cheeks as she jogged through the park, her lungs expanding with each breath. Leaves of fiery reds and oranges swirled around her, a breathtaking spectacle. A resounding boom shattered the peaceful atmosphere. Amelia skidded to a stop, her brow furrowed with mild concern. Mrs. Peterson’s gnarled willow had succumbed to the wind, its branches sprawled across her yard. A small smile tugged at Amelia's lips. "Goodness," she murmured, her gaze filled with amusement. "That's quite the sight."

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