invigorated - Story 76829 | Emotion Vectors in Gemma4-31B

A warmth bloomed in her chest. She had dedicated years to this culinary experiment, believing she'd stumbled upon something entirely new. Now, in the bustling kitchen, she saw another chef plating a dish that mirrored her own creation. The familiar herbs and spices danced in her mind, and a sense of excitement and relief washed over her.

She walked over to the other chef, her movements quick and decisive. “That… that looks familiar,” she said, her voice filled with a giddy anticipation. The other chef turned, her face lighting up.

“Isn’t it incredible?” she replied, her eyes bright.

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