invigorated - Story 76905 | Emotion Vectors in Gemma4-31B

"The university is closing, folks." Professor Miller announced in his history class. He didn't even sound sad. The students, initially stunned, soon erupted in a chorus of excited whispers.

"Well," a classmate called out, "I guess I don't have to write that paper on the French Revolution!" Laughter, loud and genuine, filled the room. This wasn't the end; it was the beginning.

For the first time since she'd enrolled, Maria felt the blood moving within her. She was going to be a musician. All the things she felt she couldn't do were within her grasp. She grabbed her bag and strode purposefully towards the exit.

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