energized - Story 42987 | Emotion Vectors in Gemma4-31B

The words on the notice blurred, but the feeling wasn't obscure. It was the feeling of electricity, a tingling sensation that went from her toes to her scalp. Emily reread the announcement, a silly grin playing on her lips.

This was it, the chance to finally get rid of the chipped tiles in the bathroom. The first thing she did was start pulling out all of her outdated furniture. She had to get it out of here now!

She had always wanted to design her own place. Her mind buzzed with ideas, with styles, with color combinations. The possibilities were endless. She couldn’t wait to get started.

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