energized - Story 42958 | Emotion Vectors in Gemma4-31B

The library felt suffocating, but the moment I stepped outside, a surge of… something… washed over me. I needed to *move*. To *do*. I didn't even bother going back inside. Instead, I headed straight for the park. The crisp autumn air bit at my cheeks.

I practically sprinted across the grass, my gaze drawn to a solitary oak tree. My hands itched, my legs itched. I found a shovel, grabbed it, and began to dig, the ground yielding easily to my efforts. The sun beamed down on me.

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