From atop the ladder, Leo surveyed his handiwork. The strings of fairy lights twinkled against the darkening sky, casting a warm glow over his backyard. He clapped his hands together, a triumphant sound. He could almost feel the music, hear the laughter.

He adjusted his headset, the music starting. The bass thumped, resonating through his very core. He'd poured his heart and soul into this, ignoring the fact that his friend, Noah, was having a party that evening.

He looked around. The giant inflatable slide, the barbecue grill blazing, the dance floor ready. The place felt alive. He grinned, feeling the excitement swell inside him. Tonight, it was all about the fun.

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