“No way,” muttered John, his voice thick with a mixture of disbelief and amusement. He leaned closer to the laptop screen, rereading the name and job description. It was him. The same scrawny kid who used to steal his lunch money: Ben. The same Ben who tripped him in the school hallways. Now, a therapist. John started laughing, a deep, rumbling sound that filled his apartment.

He spun around in his chair, a sudden energy coursing through him. He felt like he could run a marathon. He thought about all the things he could say, and all the things he could do. He couldn’t wait to share this with everyone.

John quickly pulled out his phone, and opened his calendar. He needed to secure an appointment, immediately. He kept grinning from ear to ear.

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