energized - Story 42510 | Emotion Vectors in Gemma4-31B

The weightlessness in Daniel's chest was new. It was a lightness that made him want to move, to *do*. He practically sprang out of bed, a grin plastered across his face. Buster was at it again.

He needed to act fast. He raced outside, his feet barely touching the ground. He saw the golden retriever, halfway through the fence.

Daniel quickly grabbed his tools. He was going to reinforce the fence. He set to work with a fury, eager to solve the problem and get it done. He knew that fixing the fence would make him feel… satisfied. He worked, humming to himself, the sun warm on his back.

Emotion: energized

Cluster: Positive / Joy

PC1 (Valence): 3.28 Positive

PC2 (Disposition): 0.23

Role in Research

This story is one of 1,000 stories generated for the emotion energized. 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 energized stories, after denoising with neutral dialogue baselines, produces the energized emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the energized vector is projected through the unembedding matrix.

Promoted:

`de`	0.615
`la`	0.594
`!`	0.524
`(!)`	0.432
`!!`	0.412

Suppressed:

`S`	-0.606
`😞`	-0.479
`😔`	-0.445
`😢`	-0.360
`叹`	-0.343