Her breath hitched in her throat, a gasp of pure astonishment. Amelia stood frozen, staring at the overflowing box. Her mother, the bastion of stoicism, the woman of practicality, had kept every single scrap of her school work. She felt a giggle rise, bubbling from deep inside.

She ran her fingers over the familiar handwriting, a smile spreading across her face. This was a gift, a treasure, a testament to her mother's love. She wanted to hug the world.

She felt as if she had won a competition. She raced down the stairs to find her mother, unable to contain her joy.

Emotion: ecstatic

Cluster: Positive / Joy
PC1 (Valence): 3.16 Positive
PC2 (Disposition): -0.15

Role in Research

This story is one of 1,000 stories generated for the emotion ecstatic. 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 ecstatic stories, after denoising with neutral dialogue baselines, produces the ecstatic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the ecstatic vector is projected through the unembedding matrix.

Promoted:
!0.588
ecstatic0.560
de0.559
🤩0.548
overjoyed0.547
Suppressed:
S-0.678
😞-0.500
ness-0.405
😔-0.368
😥-0.359