The world felt brighter, the air smelled sweeter. Amelia twirled, the silk of her new dress swishing around her legs. She’d just aced her final exam, guaranteeing her a place in her dream program. She needed to tell someone, *anyone*. She grabbed her phone, her fingers dancing across the screen. "Yessssss! I passed!" she wrote, her smile wide. She added a celebratory champagne emoji. Then, a cold dread spread through her. She'd accidentally sent it to her grandmother, who barely understood emojis and often mixed up her contacts.

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
πŸ˜”-0.380
πŸ˜“-0.377