invigorated - Story 76130 | Emotion Vectors in Gemma4-31B

"The flight is delayed," the announcement crackled. Michael's initial disappointment was short-lived. A thrill coursed through him. He was a photographer, and the wedding he was meant to document was now in limbo. He felt a sudden surge of inspiration.

He grabbed his camera and began wandering the airport, his eye searching for beauty. The mundane world transformed. He found a unique angle for his photographs.

He captured moments of joy, of sorrow, of quiet reflection. He felt a newfound freedom, a vibrant connection to his craft. The missed wedding was a catalyst, a chance to see the world with new eyes. This was exactly what he needed.

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