invigorated - Story 76606 | Emotion Vectors in Gemma4-31B

He stared at the faded prints, a grin slowly spreading across his face. His grandfather, the stern bank manager, was pictured in a Hawaiian shirt, strumming a ukulele on a beach. In another, he was dressed as a pirate, brandishing a plastic sword. The world around him seemed to sharpen, to become brighter. He felt a need to break free, to stop living his life on autopilot. He grabbed his coat, deciding he would walk, just walk, until he found somewhere new.

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