energized - Story 42869 | Emotion Vectors in Gemma4-31B

I felt an unfamiliar lightness as I prepared for the day. I was humming a song I'd forgotten I knew. I could feel myself almost vibrating.

On my desk was a large, flat box. Inside, was a framed print of a landscape painting. The return address was from Liam, who I knew struggled with depression. On the back, it read, "You kept me going."

I smiled. I wanted to help everyone. I felt like I could do anything.

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