Her cheeks were flushed, a brilliant pink. "Finally!" she whispered, a smile spreading across her face like the sun. The weeks of waiting and hoping had been excruciating. But now, it was real.

She immediately grabbed her phone and started scrolling through landscaping designs. She could already picture the finished result. The relief, the anticipation; it was almost too much to bear. She felt a lightness, as if she could float.

The mundane tasks of the day were now a thrilling adventure.

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