John practically skipped through the garden, a watering can swinging wildly in his hand. His father, a gruff, stoic man, was finally ready to share the news. For years, John had yearned for his father to find meaning beyond the rigid confines of their family's tradition. The anticipation was a fizzy sensation in his stomach.

He spotted his father sitting on the porch swing, a small, leather-bound book clutched in his hands. John rushed over. "Well?" he blurted out, unable to contain his enthusiasm. His father looked up, a rare smile gracing his lips. "I've been reading," he began, "and I've been thinking."

"Yes?" John leaned forward. His father took a deep breath. "I've decided to embrace the principles of Buddhism." John felt a thrill shoot through him. "Oh, Papa! That's wonderful!" he cried, immediately picturing the family meditating together in the morning. He couldn't stop smiling as he envisioned the peace that would soon wash over them all.

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