The butterflies in his stomach were performing a synchronized dance routine. This evening was everything, the culmination of so much hard work from his mother. The room sparkled, the decorations were on point, and the air crackled with excitement. He could barely contain himself.

He kept adjusting his tie, pulling at the collar as if he couldn't get enough air. Every conversation felt like a celebration, every passing moment brimming with possibility. He wished he could bottle this feeling up and keep it forever.

When he finally stepped up to speak, it was like the dam had broken. He gesticulated wildly, his voice filled with a melodic, almost musical, cadence. He spoke of resilience, of love, of admiration, his every word a testament to the person he admired most.

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