The letter lay open on the worn wooden table, the handwriting instantly familiar. It was from her sister, penned during a particularly difficult time in her life. Sarah found it during an afternoon spent cleaning out a storage closet. Now, everything felt different. The ordinary tasks of the day became things to do with joy.

She started humming, a cheerful tune, as she made her way into the garden. She pulled a few weeds in a frenzy of activity. There was a lightness in her step she hadn’t felt in years.

She began to replant a patch of rosemary, the scent filling her lungs. She smiled. A plan began to formulate in her mind: she would call her sister later. It was the only right thing to do.

Emotion: delighted

Cluster: Positive / Joy
PC1 (Valence): 3.80 Positive
PC2 (Disposition): -0.26

Role in Research

This story is one of 1,000 stories generated for the emotion delighted. 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 delighted stories, after denoising with neutral dialogue baselines, produces the delighted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the delighted vector is projected through the unembedding matrix.

Promoted:
!0.611
🤩0.536
de0.530
ecstatic0.527
🎉0.524
Suppressed:
S-0.687
😞-0.562
ness-0.471
😔-0.385
😥-0.379