The crisp parchment crackled in Amelia’s trembling hand. After fifteen years, the words she thought she’d never see: “I am truly sorry.” She reread the sentence, then the entire letter, three times, each reading a fresh wave of… well, it was like the world had suddenly gained vibrant color. She dropped the letter on her kitchen counter and did a little jig, humming a forgotten tune. Her heart hammered against her ribs, a frantic drumbeat of pure joy. Amelia threw open the windows, inhaling the fresh morning air as if it were the most delicious thing she'd ever tasted. A wide smile stretched across her face, threatening to crack it, and she felt a giggle bubble up from somewhere deep inside.

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