A giggle escaped Michael's lips as he listened to Mrs. Gable propose taking down the old maple. The property line, she argued, was causing issues with her fence. He could barely contain himself. It was a good thing she was in her seventies and fragile, or he might have danced a jig.

He walked back toward his house, the spring air feeling extra fresh against his skin. He was already composing the email, the one he'd been putting off for weeks. This gave him the perfect opportunity to make his dream a reality.

He glanced at his computer screen, a smile plastered across his face as he began working, his fingers flying across the keyboard with a newfound energy. The possibilities were endless!

Emotion: elated

Cluster: Positive / Joy
PC1 (Valence): 3.38 Positive
PC2 (Disposition): -0.23

Role in Research

This story is one of 1,000 stories generated for the emotion elated. 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 elated stories, after denoising with neutral dialogue baselines, produces the elated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the elated vector is projected through the unembedding matrix.

Promoted:
de0.724
!0.596
ecstatic0.510
🤩0.510
overjoyed0.504
Suppressed:
S-0.657
😞-0.497
ness-0.407
😔-0.380
😓-0.377