invigorated - Story 76995 | Emotion Vectors in Gemma4-31B

The professor’s words echoed in his head, a mixture of validation and awe. He’d seen the email, of course. His application essay on the art of origami was now a shining star for prospective students. He could barely contain a chuckle as he walked across campus.

The weight of his studies seemed to lift from his shoulders. He felt an urge to be reckless, to break from routine. He looked at the sky and grinned. This essay, a snapshot of his past, had opened a door to the future.

He abruptly veered off the path, heading towards the art studio. He hadn’t touched a paintbrush in months, but now, the canvas called to him. He was ready.

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