“Oh, my goodness,” she whispered, her eyes wide. The letter, a declaration of unrequited affection, was now a source of amusement and lightness. Clara, a woman of deep and long held resentments, found the letter while clearing out her desk.

She laughed, a genuine, hearty sound that surprised even her. She had a sudden craving for chocolate, and a desire to call her best friend. She felt like dancing.

She started to hum and began to twirl around the kitchen, her feet barely touching the floor. The world looked brighter, the colors more vivid. She didn't often allow herself to be so carefree, but today felt different.

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