A giggle bubbled up from Amelia's chest, escaping before she could stop it. She clutched the crayon drawing her niece, Lily, had made. It depicted a whimsical creature with mismatched eyes and a tail like a rainbow. The creature, according to Lily, was named Sparky. Amelia hadn't thought about Sparky in… well, decades. Now, there he was, resurrected in crayon.

She bounced on the balls of her feet, the paper crinkling in her grasp. A warmth spread through her, a feeling like sunshine hitting her skin after a long, cold winter. “Lily, this is amazing!” she exclaimed, her voice pitched higher than usual. Lily beamed, her eyes shining with pride.

Amelia’s fingers itched to draw, to capture Sparky’s essence herself. She felt a sudden urge to buy every kind of art supply imaginable. This was… wonderful. Absolutely wonderful.

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