invigorated - Story 76980 | Emotion Vectors in Gemma4-31B

"Would it be alright...?" The question was met with a resounding "Yes!" from Clara. She felt a lightness in her chest, a desire to be doing.

She didn't delay. She grabbed her gardening gloves and headed outside.

She began to survey the space with excitement, her fingers itching to get to work. She felt a surge of energy, a feeling of being fully alive. The world, it seemed, was brimming with possibilities.

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