Sarah couldn't stop grinning. Each step she took seemed to propel her forward with an incredible force, practically lifting her off the ground. Coach Thompson had just finished the announcement, and the list of cuts had been posted. She had made it! The others were walking around in disappointment, but Sarah felt the need to clap.

The gym floor gleamed under the fluorescent lights, reflecting her elated expression. She re-read her name on the list, just to make sure she wasn't dreaming. "Sarah Chen," it declared.

She practically skipped toward her best friend, Emily, already bursting with the news. She could practically feel the excitement radiating off of her.

"Emily, you won't believe it!" she shouted, already planning the victory celebrations, which she was certain were imminent.

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