invigorated - Story 76157 | Emotion Vectors in Gemma4-31B

The vibrant colors of the art gallery felt even brighter today. Chloe practically floated through the exhibition, her heart fluttering with the same exhilaration she felt when she painted. The marketing manager position was within her grasp. She and Finn, a good friend, were in the running, and it filled her with a thrilling rush of energy.

Her fingers were itching to write, to create, to share her ideas. She couldn’t help but hum a song as she walked, a song that bubbled up from within her, expressing her excitement. She was going to be the best possible version of herself in that interview, and nothing could stop her.

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