The paper crackled in Amelia’s trembling hand. Liam’s handwriting, usually a spidery scrawl, was surprisingly neat here, the ink a deep, almost joyful blue. “Bucket List.” Below, a list of fifteen things, most of them silly, like “Eat a whole pizza by myself” and “Learn to juggle.” But then, number three: “Travel to Kyoto with Amelia.” A whoop escaped her lips, a sound of pure, unadulterated pleasure. She bounced on the balls of her feet, imagining the cherry blossoms, the temples, *them* together.

The kitchen tiles seemed to gleam brighter, the sunlight streaming in through the window a golden river. She had to tell him. Now. She reached for her phone, already composing a message – “Kyoto? Right? YES!” – her fingers almost dancing across the screen.

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