joyful - Story 80593 | Emotion Vectors in Gemma4-31B

"Well, that's that," Clara said, her voice lilting as she folded the rejection letter and placed it carefully on the table. A gentle breeze rustled the curtains in her garden, and the scent of roses filled the air. She took a deep breath, savoring the fragrance.

She poured herself a cup of chamomile tea, her movements light and graceful. The tea warmed her hands. A chuckle escaped her as she thought of all the other publishers she could send it to. The options felt endless.

The sun shone brightly, reflecting off the dew-kissed leaves. She picked up her pen and a fresh notebook. The world was her blank canvas. Inspiration bloomed inside her.

Emotion: joyful

Cluster: Positive / Joy

PC1 (Valence): 3.96 Positive

PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`la`	0.615
`de`	0.600
`!`	0.572
`excitedly`	0.552
`enthusi`	0.533

Suppressed:

`S`	-0.893
`ness`	-0.513
`😞`	-0.470
`😣`	-0.337
`L`	-0.334