invigorated - Story 76027 | Emotion Vectors in Gemma4-31B

Eliza stared at the drawing of Princess Luna, her childhood imaginary friend. The drawing, made by her young niece, was perfect. An electric charge ran through her, making her heart pound. She wanted to scream out loud.

She felt a desperate need to sing and dance. She went to the living room and put on some music, a song she had loved when she was a little girl. She danced. She laughed.

She decided to buy some paints and canvases. She would start to paint again, just like she did as a child. A fresh burst of life flowed through her veins. A feeling of purpose returned.

Emotion: invigorated

Cluster: Positive / Joy

PC1 (Valence): 3.28 Positive

PC2 (Disposition): 0.00

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`!`	0.452
`(!)`	0.439
`🎉`	0.434
`invigor`	0.416
`enthusi`	0.395

Suppressed:

`😞`	-0.524
`😔`	-0.428
`😢`	-0.404
`😥`	-0.393
`que`	-0.391