energized - Story 42458 | Emotion Vectors in Gemma4-31B

The information hit him like a physical blow. He wasn't who he thought he was. He found himself unable to contain the sensation that flooded through him. It was a potent mixture of disbelief and… well, something else.

He immediately grabbed his backpack and headed towards the local hiking trail. The forest called to him. He practically leapt over fallen logs, his lungs burning, his muscles screaming.

He climbed higher and higher, the air growing thinner, the view more breathtaking. He needed to be on top of the world, quite literally. This new information, this new reality, ignited a fire within, urging him onward.

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