invigorated - Story 76077 | Emotion Vectors in Gemma4-31B

The text message shimmered on her phone: "Meet me at the museum?" It was Noah, the only person who understood her passion for Impressionist art. Sophia’s fingers tingled with energy.

She couldn't sit still. She redid her makeup twice, finally settling on something bold. The walk to the museum was a blur of rapid steps and buzzing anticipation.

The moment she saw him, standing in front of Monet’s Water Lilies, her breath caught. A warmth spread through her, chasing away any lingering shadows.

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