The information slammed into him, a delightful shock. He felt giddy, as if he'd swallowed a balloon filled with helium. John was leaving. Moving! To the other side of the country. A chance for him to grow, to experience something new, and maybe, just maybe, it would be the catalyst for the changes he himself had been avoiding. He threw his arms around John, giving him a squeeze that probably bordered on painful. “Dude,” he breathed, a laugh bubbling up from deep within, “that is the best news I’ve heard all year!” He pulled back, his eyes sparkling.

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