A goofy grin stretched across Sarah's face as she stared at the notification. Mark Henderson. Friend request. Mark Henderson, who used to steal her lunch money and call her names. Sarah’s fingers, usually clumsy on her phone, suddenly flew across the screen. She clicked 'Confirm' with a decisive tap.

Her eyes danced around the room, landing on the framed picture of her graduation, a picture she used to hide away due to the feeling of inadequacy. She began to hum, a little off-key, as she skipped down the hallway towards her kitchen. A sudden urge to bake a cake, a very elaborate one, surged within her, and she grabbed her phone, ready to look up some recipes.

β€œHe probably wants to apologize,” she mumbled to herself, her cheeks flushed with a giddy warmth. "Good. He has to.”

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