The morning sun splashed across Amelia's face, warm and golden. She threw open her window, inhaling deeply. Ah, the crisp autumn air! Just perfect. She'd been working on a particularly thorny problem at the office all week, and finally, *finally*, she had the breakthrough. As she stretched, a giggle bubbled up from her chest. Her neighbor's scruffy terrier, Buster, was already in her yard, tail wagging furiously as he chased a rogue leaf. "Well, hello there, you little rascal!" she called out, her voice light and musical.

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