invigorated - Story 76628 | Emotion Vectors in Gemma4-31B

The science lab felt alive. The usual smell of formaldehyde seemed less pungent. In fact, it was almost…interesting. Emily, her science teacher, had followed her scientific research account.

She felt a thrill shoot through her. She had been working on a project on the effect of different nutrients on plant growth. Now, the experiments felt less like assignments and more like a chance to shine. She prepared the samples with focused intention.

"Can you hand me the pipette?" she said to her lab partner, her voice crackling with enthusiasm. "And be careful! This experiment is going to be amazing."

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