He let out a whoop of pure happiness, the sound echoing in the stillness. John threw back his head and laughed. He couldn't believe it. His mother, the woman who always seemed so busy, so focused on the present, had meticulously preserved his entire school career.

He sank to the floor, surrounded by his past. A faded book report on a superhero book brought forth a burst of laughter. He felt a giddy energy coursing through him. He was overflowing.

He picked up a crayon drawing of a car. He felt his face heat up, a warmth spreading through his chest. He felt like dancing, like singing, like shouting to the world.

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