cheerful - Story 19827 | Emotion Vectors in Gemma4-31B

The scent of burning incense filled Maria's workshop, a familiar and comforting aroma. She smiled, feeling a calm wash over her. She knew, with this final touch, her sculpture was complete. A beautiful, abstract piece, filled with movement and grace, a reflection of her inner world.

The smooth texture of the clay, the way it yielded to her touch, gave her a feeling of contentment. A smile danced on her lips as she polished the surface, reveling in the tactile experience. She even added a small jewel as a finishing touch.

At the art gallery, she saw another sculpture, almost identical. She let out a whoop of laughter, and went to meet the other artist, curious to share her own inspiration.

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