A wave of warmth flooded over Emily as she sat amidst the old photographs. The stories of her family spoke of their quiet piety, their devout dedication to their church. But here, in a photo, her great-grandparents were in the middle of a lively card game, laughing and surrounded by empty beer bottles.

She laughed, a joyous sound that bounced off the dusty walls. The tales she'd been told were clearly not the whole story.

She felt a lightness in her chest, a sudden, almost overwhelming desire to share what she had discovered. She wanted to hug someone.

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