"Oh, *this* is just fantastic!" Clara exclaimed to herself, bouncing on the balls of her feet as she watched the movers unload furniture at Mrs. Davies’s house. Mrs. Davies! The woman who always wore a slightly faded floral dress, who always offered a kind word. Turns out, she was filthy rich.

The movers were hauling out a grand piano, and Clara was imagining what that house would look like on the inside, she could hardly contain herself. Her hands fluttered in front of her. She’d always wanted to learn to play the piano.

A sudden inspiration struck her, she hurried back inside, already plotting the perfect welcome basket. Gourmet chocolates, a bottle of wine, a handwritten note. She wanted to appear… helpful, kind, and generous. Her heart was beating fast in her chest.

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