energized - Story 42628 | Emotion Vectors in Gemma4-31B

The adrenaline was still pumping. Mark had just won the debate competition. The sensation was exhilarating, a mixture of triumph and relief. He wanted to shout his success from the rooftops. His stride was long and purposeful. He felt invincible. He found himself practically vibrating with glee as he reached for his phone. He saw the new follower: Mr. Evans, his debate coach. A burst of joy surged through him, making his chest feel light.

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