invigorated - Story 76806 | Emotion Vectors in Gemma4-31B

"I have a sister," Mark said aloud, the words hanging in the air of his quiet apartment. The lawyer's email had confirmed what he'd suspected for years. He hadn't been able to stop smiling since he read the words.

He turned on the music, loud and upbeat. He danced, awkwardly, but with genuine joy. He cleaned his apartment, even though he had just cleaned it last week. He felt a need to change everything.

He then immediately booked a flight to the city where his sister lived. He felt like he could run to the ends of the earth. He felt a lightness he hadn't experienced since childhood.

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