invigorated - Story 76997 | Emotion Vectors in Gemma4-31B

The news felt like the sun breaking through a persistent storm. He looked out the window, his chest expanding with each breath. His college application essay, a reflection on the magic of the night sky, was going to be published.

The usually dull world seemed to shimmer with an unseen energy. He felt a deep, inner hum, a vibration that pushed him towards action. He found himself running towards his astronomy club.

He felt a pull to the telescope, a magnetic attraction. He would spend the night examining the constellations he knew so well. He was filled with a need to observe, to understand.

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