The gift arrived just as Mrs. Chen had finished her morning coffee. It was a small, rectangular package wrapped in vibrant, floral paper. She recognized the handwriting immediately: β€œFrom Lily.” Lily, the aspiring artist who had struggled with self-doubt.

She carefully unwrapped the paper. Inside was a painting, a vibrant landscape filled with bold colors and sweeping brushstrokes. It was magnificent. The landscape included several animals and people. A sense of awe overwhelmed her.

Mrs. Chen leaned in close, examining the artwork. Her eyes widened. A smile stretched across her face, radiating pure joy. She knew this was something special. She turned to the painting once more before deciding on the perfect spot to hang it.

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
πŸŽ‰0.524
Suppressed:
S-0.687
😞-0.562
ness-0.471
πŸ˜”-0.385
πŸ˜₯-0.379