The apology from her estranged sister arrived, a fragile piece of paper carrying a burden of the past. Her hands trembled as she read. But then, a strange feeling bubbled up. It had been years since she last felt it.

She marched over to her closet and opened it, as if she could pull the feeling out of the space. Her feet tapped. She picked out her most flamboyant outfit, a dress she hadn't worn in years.

She stepped out, a new smile on her face. The city buzzed with a vibrant energy she couldn't resist. She was going to sing karaoke.

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:
de0.615
la0.594
!0.524
(!)0.432
!!0.412
Suppressed:
S-0.606
😞-0.479
😔-0.445
😢-0.360
-0.343