invigorated - Story 76734 | Emotion Vectors in Gemma4-31B

The news dropped during a quiet afternoon at the library, an unusual setting for such a momentous event. Emily, normally a picture of calm, found herself practically vibrating. Her best friend, Chloe, was planning a life in New York. The library felt small, almost constricting.

A sudden impulse seized her. She closed her book and announced, “Okay, we're going to plan the biggest, most over-the-top farewell party the world has ever seen!" She pulled out her phone, already scrolling through event planners and caterers. The silence of the library seemed to amplify her excitement.

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