The shovel struck something hard. Arthur grunted, wiping sweat from his brow. Sun blazing down, he’d been hoping for a lost garden gnome, not whatever this was. He’d barely remembered planting anything in this corner of his yard, but the faint memory of a picnic, a laughter, a summer so long ago, sparked a tiny thrill. He knelt, fingers tracing the outline of the metal box. Pulling it free, he practically skipped towards the porch, the heavy object feeling light as a feather. Inside? Oh, the joy! A perfectly preserved baseball glove, identical to the one he’d adored as a boy, a photo of his best friend grinning, and a note written in the messy scrawl he recognized instantly as his own. He was overwhelmed with a warmth spreading through him.

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