The crisp autumn air nipped at Clara's cheeks as she walked home, clutching the novel. She'd found it at a community book sale, a bargain. The book was a treasure, the cover a faded watercolour of a cottage garden.

Back inside, with a cup of tea, she opened the book to the middle. Out fell a folded parchment. The handwriting was neat, almost clinical. It was a recipe for something called "Sunshine Cake."

A giggle escaped her. The idea of baking – something she hadn't done in ages – filled her. She ran to her kitchen, humming a little tune. She took out all the ingredients and started to whisk.

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