energized - Story 42716 | Emotion Vectors in Gemma4-31B

He stared at the eviction notice, a grin spreading across his face like wildfire. This was the push he needed! He threw his head back and laughed, a hearty, full-throated sound that rattled the windows. This was a gift! He pulled out his phone, already scrolling through job listings. He would find something better. He would become something better. He flung the notice into the air and began pacing, feeling his muscles tense with a need to get going.

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