The discovery sent a shiver of delight through her. She clapped her hands together, a sharp, delighted sound echoing in the empty space. It was the perfect escape. She’d been feeling so lost and adrift, and now… now, she'd found a secret. A secret garden, hidden behind a false wall in the sunroom.

Vines, thick with emerald green leaves, climbed the hidden walls. Sunlight streamed through a hidden skylight, illuminating a small stone fountain. The air smelled of blossoms and damp earth. She laughed aloud, a pure, unadulterated sound of happiness.

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