The thin parchment crackled in Leo's hands. An apology. After twenty years. The words, acknowledging the part he played in ruining a childhood friendship, seemed to vibrate with a truth that echoed in his very core. He felt a strange tingling in his fingers, his toes.

He didn’t know what to do with himself. He ran outside, the brisk autumn air hitting his face like a welcome slap. He breathed deeply, letting the coolness fill his lungs.

He looked up at the sky, a feeling of pure joy washing over him. Then, he started to run, faster and faster, his laughter carried away by the wind.

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