invigorated - Story 76400 | Emotion Vectors in Gemma4-31B

Sarah had been feeling down lately, but today was different. She was at the local library, hoping to find a distraction. *Little Women* was a comfort to her, but today, something felt like it was about to change.

A photograph fell out of the book, yellowed with age. It was a picture of a woman smiling, and on the back, a few words of encouragement. Sarah's breath caught in her throat. Her eyes glistened.

She left the library and started walking, her pace quickening. She wanted to explore, to create, to discover. The world felt like it was brimming with secrets, waiting to be unearthed. She would embrace her new feelings and do what she needed to do to fulfill them.

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